{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "90fc17b1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The system size is around L=15.7*(length unit)=471.0 nm\n",
      "Electron charge carrier number: 1748; Hole charge carrier number: 1536\n",
      "The number of electron selected k points is: 1606\n",
      "The number of hole selected k points is: 1552\n",
      "The number of final selected k points is: 1378\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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/T5Hvam9rZF/pBdHr/YJ9pAn6cMcQ/q1xrz+pefn8dVsi1z2X4FoS/E18XYBz/eNef/o4/VNGR9pDv3PaOde/Pvo67BjNaeNc652ca2IffW1P4VyH+7bT9+0RnDb6/pJyYKQt9Ae1T8cBnDa6H3OtD++k7kP2AyLXfrZtOHUfCu/6H70cuZeEd9H3wGFUH9D3VFsOdb8Ld1D3XNtQapm5BzPr4aXvwewyfY/Oppe76f7MPZW5v9P3YPb+z9yzmWeFzMOBvfQzBnP/30s/Owweg3DPBvY1AGAfvW7QGIR76XUD6GcT+vkGA8Yi7KfW2dKpdSE/89wSeV6ypY9ln6Ps9PNNX98m2J306zDVz54yBn0h+rVzDIKIPEcFQY3jsI/BQNdj6O7uxujRozF48GAkkvx+P3Zs78HPTedicIbL0rF3d/vxp6LX4ff793vQScoaHaEqKiqQk5PDMx6YPn16VD1OVlYWqqqqUFZWFnOf3d3dyMzMxJYdRyAjIwUpmIC+4HoAQArGIxRg/tDGAQBCgQ2R136qn8MxDiEf/TplPMI91Gu7k+oX7lkPe+p46vU+ap0tdQKwl3qNNGods2xLmwDsYS4y4+gDpS8sAyawrzGIXtdFX4AG0WN4mQvbOKBzU+Q1AHTS6zLpY2un12fSF7N25gJKL+9ilmlg28VcgOnlP5gLNr28k16fQ0PUDvqCP5S6AIe20xAEwDb0cLqN7jOMhp7fOdBDt/VtY25AEXiKtFE3g+Bvm9l1jgPptq0x2kZEblaBrfSNcMQhbFuwLQJDKaM4fel2x8jIDTHQyr3BR9r9LZF2Z26RaDu3P7WO8xCRV8Rb52vmrhPAj6eFfZ2aX8Bb19sUeQhyFfDXAUAPZ31aQX7UegDo+ZX7IBW9D6qP4MGvSHxf+zYLHxDFYUmqPwCkHyS/DQDs/UUcQNIUbMsb/2f5h/oBB2uHpP4usc+OqwF/Ug9/vb+2RrUNPEQZTPUIto312fV6lPXvbWrhLacfJN6P+zdM9RP7MSKyr/Si6PV+zj7SRNb7ONeQ1MJ83jrutUr4dxxopa5tLsH1I7glAh+ufO4POE2i7dz+3OtU32+c9lzuD0c0nHDamGs8ADhHHUS3Ra7fzDW57/ef5dtGUm3c+w9znWfuP9zrfvgPGmYOPIS/zLn/hHf+SLfRMEPf+2zD6T70vZS59zH3Wtsw5gfFTey+bEMOi9yrAWDI4ZF7NUDdT+n7PHOvRRf9HMDcq5nngqwxvGWbeyywh37WYO7zzPMF/VwQ3vdDZHkf//ki3PsDMJB+Ruml9zNwPMI+ahvbAGod8wxkS488N9nSx7PPU8wzUF/fBthd9OsQ1c/uHMd7HUTkeSoIapyMtK/Y57Wuri5kZGQgUcQc17adFyHDYtDp7vZjxNCXEu6cxENJDzp1dXXo6OjgwYvH40FRUVEU6NhsNtTX14vW6AjFfEF/3zEfGRmupIYcHuAA6iCHARyAunAqBBxAPeQIAQeIhhwh4ACRm4wQcIAI5DAwA0RunKJtSQY4WuEGkAccLtwA4oATL7jRAjZiUKMGaORgxkiQ2fM/ZdGfRNagQ41LHZEDITUQpBV+1ICPUugB+OCjBHpiAQ8QDT1+ATQJoUcv8AB86DEaeMRgBxAHHgZ2qDYajDjXZwZuRNtGRtqYexH3mi8EHiHs8Nroe1FM2AEUA49tCL3M3LeHMBkY9H2bvq/ygEcN7AB84FELOwAFPHGAHQAYkPYMAR3RsQnoMEpq0GloaIDX60VpaSkAyoigo6ODdV1bt24da1IAqHNd44LOwAHURcwIyGFfK4QcW9oE6jUXcriAAxgGOVZFcYDYkBPPKA4DOFRbNOSIAQ4gDjlGAU6iRG+MgptEBhspqNEDNEoBZsAhyZ++tu8X5WlrWqHICADSAj9mgI/R0KM2ypPswCMW3aHatQGPUdEdBnaoNn3RHU2wA/CBx2LYAYCw7wfTYYeAjtTYBHQYJS3oNDY2oqGhgYUcgIrulJWVwe12s5OFMpGeuro61NfXK55Hh/mCbv1tCp26ZiHkcKM4gHLIkUtVA/iQkyCpagzgUG3ikMMsA9GQY2UURyvgABGYSUTAiRW9ET7ciQGO2XAjBzZaocZIoIkFMv0BYIyWEiBSC0JSAKQEftSCj/DvApCBGYOgR29qWzIATzzT2eSiO9xMA6noDrMMqIjuWAk7AB94LIIdgIruqIEdALC7xseEncGDviSgIzo2AR1GSQk6Xq8XBQUFog5q3LezdOlSNqKzZs0a3gSjscQFneyM4v4BOQlWjyMVxQGkU9W0RnHinabGvUlz2xMFcLREb4yEm3iBjRqokYMZo0Fmz0/ipgiJrkGHKTMCUCI5EFIDQFrhRy/4WAk9VkV5kgl4rIru8OAmRnRHCDuAQcBjFuwAPODhwQ5AAY9BsAMAfcH1qmEnGUCHKYGwdmw/Dhz+QsKdk3goKUHHCjFf0O2/zcegdPqXHQMhx5ZKw4rZkKPHdCCOqWpmRHGMSlNLBMAxKz0tWeAmFtjogRqzgEYNvCRjBEhVyppOIJIaSykAicGPWvCxCnqUGBnogR69UR6jgMfsdLZ4RXfilspmkkmBKOwAwKBxcYGd9EGJn7pGQCe+IqAjITbk2HIkMjJSEg9yjHZWS8BUtXhGccyqw4kX4BgZvbECbqwCGymo0QIasUDGSHgJA4DLgbDLASThfMY9zb/Lrh9QNFz1PntbtovvqzD2vnpbo48nLf9A2W18bfzPe0D+AdL7b9vGvk7PE9+vb8s23nKaSD/flsiYabkjotb7t0a+z2l50et9W6W3D3C2dY3mr/P/9htnHR9Sg9uovz2XYP6S4G/U37pzpKB9u0T771vo9sjfSd/vketSyohIe+gPqj3lwMjfeHB7a1S/vj9aqH0Oz4tqcxyQH9nfTnqaAE4/YVtoV+Sa7BiWz2tjlsPt1HXePjSyb6bNNpS+jndQ9xPbEOo6G+6kl3Po9V56+oRs6p4QZpfp9V30cha93E1DoZu+t3TT90Q3fU/ZTU/Z4D4I2EMDYAZ9f2OWM/nLtsEHA/toCBxMr9tH9x10CMI9/2NfAwB66XUDDkHYR2+Xfgjgi7QDQNhPPwek/Qkh7usgPW4qDZJ9v8DuOgQpjn1AuBGANOwMzPqCgI7o2AR0GBHQkRAXdLLckwBYDDkmOqslWqqaEsMBvssaH3KMiOKIpamZaTSg1kXNDMCJVXsTC24APrgogRujojZawMYIqJGDGTOiMLv/JzLen4bCcXQ+bIPTYLPb4w469hSH4fsMB/sk19mcyscLB8T3o2Qf4WCQv02K9LRzwr52hX2ljkP4/m0i55jbR3w9ZxzB8XDX2Z3S6+S2E47JrIvapk+8Hcy+uO0SY4f7AlSbg9sm0VfsOJi+Dm5bgG5z8pcBIEXQ5ojeF3Ms7LEx28jtm1kOCfaruH+M9XZm2c9fDgvXc5aF24apbW12l/R+bE6EhfvkrOO9ZtYJ9g+bi/8awm38gM2OjLT/IXvgP2GzhUVhh4CO1NgEdBj1mwlDzRI7GagVkGOBfXSiQo4a22grozha09SSBXD0Rm+MhBsrwEYpjJgJNKLwIqGBgrECh2XD9qehyMzMxMDUdDjs9nhzDkK+QOxOHNlTnbE7SY3llx7LoXC/Yscb65jExpXbJiwYw54qfqvl7tfuEt9fKMDp44zuEw7wx7IJ+oQD/sg6kTHCnGOIWk9va3PxH9LCful9MscjdRxR+6Lbue+Nf8yuqHabk9MWjG4DZ3sw++WcJ+bYZPeXwtlf0EfvK5W3bEtJ5Wzn4++L2Ybp0ydYDvZG9i/Zhz9OmN7G5kzj7yMlFehjXgvX0cvMege97xA9lj0VCHNeC9cBQLhXfB3zWrhPRyoQosezp3H2Qb/mrAuH6fdkS0MYdLstDeEwsK9nH3buop6bcga9TO3aTgFOKLABDnq6DiIiORHQUaCkhRwdpgOJnqqmNYqjJU0tGQFHbXqaEalpSuBGT9TGLLCRghotQKMEYoTwolThFDuQn4WhOTlwpw/WtA9TlKL8l8pQrx8Iyvexp8nsT2KskE98v440EXhIiW4L9QrARLidYBtqvDCnv0uyf1jwnnn75vQL+SIP5/ZUl3gfv0gfLiD4/EAoLLk+5PdJbh+S2TZMb2dPTRVs4xPdJuz3A3SyCAsqTie1n1CIaufsK+z3sf3tLhd/3FBIpC+9D1dqpG/AF9UGfy/Vl9sW8AEIwebkbks/bLvSAJeTXqYiZjZnKuBKAQK9AIKAK41aBug2GjxcKex2NpdgG2ca2MctBkAGDKL30cPvE+Rs44os21LSANcghIM9AAKwOdMB1yAgSG/vovfX1xPZP90XKekABtHrgjT8pNDLAcAxkNom1AM40gXr6G1D+6g+joFUPwQAu8h2zDoHs40fsA+g9hHeF3nNrhuIcLgHgB82zmvYByA9nYpE7Nx5KHIGFyPkb4TdNZ4HO0REsURAJ4ZCwU1w2OnUNZWQw3NWAxIXchI4VU3OcMDKKI7WOhwrACee0RslNTdK4UYv2FgFNbFgRivIxNKe33YhFflwhRzo61UXRTFaogChQLIQQyvU65dcJ7U9Dww46hPZl9ixC8EmFvgIxxMeM/c4bZzX4V4/b9/c/XL3KQU9dhoaQn6/aB8b/X/YF1nP3z6V3t4XtZ75PySyrY3ZzscFpVQWfEI+/v4YuAn7/Wz0x+ZysfsJ+30I0/uypaby2hmYs3P7S/QN+33sss2ZinDAx0IZBRtpFOwwgOdKpaIyAV8EjJypsDnTEA70Iuzvhc2VxkZMwoFehAM+GorSKHDx06DiSmPbwoFe2JxpnP0wx0BHMGgggjONgoxgL9XmTAOc6RTsMMvC9fRyONgLW0oabCnpCAd7EA70ULCTkk4BTbCX6utIpyAl2EMDDmjgAbXcJ9K3jwYVe3oElKLWDaDghFkO9VD/7JztmH2EmO3obUI04NgGRICJ2V+oBzZ7OsLhHoQ5r5ltBqQPAMI7EewbgFTnOPT51/NgJxlkC1L/rB6TiBIBnRhy2OjUtUSBHL320UmcqmZ2FCdWmpoRRgN6AMeo9LRYzmmJCjdGgY1SqJEDGiNgZrdKC+n0IwoRdqbAkeqEQ0UUxQyJAUQsKYUjKZgJ9folIUgpAIV8/ihINBp8Qj7+ceqBHi50cNvtnHQuLvQIgYfZR/T2+oAn7Pex0GMm8DDv0+ZKle3L9LHRqWUM8LCwA0SAh4EdgAUeBnao/UWiOyy4cGEHiACPAHYA8CGJOQYGkqRgxmzYYdcL4EcKdkKcZbWwA0TWScFOmLMcA3ZsNhdgcyHk/wVwDofDwYcdIqJYIqCjQHGHnCR1VlObqqbEcIAHNMLIjsoojhazATVpalJOalLz4FgJOHqjN0pS0+IBN0Kw0Qs1WoFGCcQMVDCJJVchTUdijhwKIjNc9fVGA0b0PuVBSC0AifUXi/woifpwISTUG5AFHyOhJ2pfolEa7VEeo4CHAR29wMOkqNk4x8W8R7m+THSHWTYrusP04UV3GNgBJKM7krBDbwOAgh2ATmUDH6o4y2ydDg0sYbq/zakSdhzp0ZEeI2CHu50RsEPX8FDfK8p6mgs7RESxREAnhkKBjUBaiiWQY8ocORpMB+IxAahRhgOJnKamFnAAY1LU5ADH6OiNXrixAmyMgho5mFELMVrV16M+sqJFjnR9ESQlYNTX68fDNU+yyx3eTiw45wK8++8Pcf2VV0tuZ09z4bsNP+DWyrvQ3NqKTV+s1QU/wqiPHPQA0eDDrL+i4jq89eF7ePWZ53Dy8SfQfaOhZ+XqVbjl3ruQ5c7CR2/U8aBHTWqb0iiPGcDDje5w/48FPDaXAJw4ERumXWs6m5boTtOvm7HstTfx7MuvIjvLjUXzzqHWOVLgaWlF7Xvv45Lzz8F9d94eARGFqWws7ADmprIBIqlqMrDDprKJw05DwwrUvtcAhIOYftIxKJ0z21LYAfYC4QDsjkMA7IiCHSKiWCKgE0MOxxg4HC7FxgNA/CEnnqYDVqeqGRHF0WI2YEQdTrIATiLBjVFgowZqpIDGKJjZ/dM2ZR2HpCN96ij09QbQRzv7Kql50atQr18zUKkBpKvuuBEL512ESeMmsG3zLp0PAJLRIAZCJo2bgGsvuxJ/v/E6AOLnRQx+5MDnuVdfwsJ5F0VFfJRGex678z40rv9edN/M8QDAiUcejeuvuAoPPPEoAH6khw9G8qltsaI8UmltN9/3DzS3teGN515ggYda5+NtJzbm88vfwCUXXKgYeCKAFAEe7nKsFDUl6Wxi0R1me6ZNKrpTmJeLyiU3YMWnq3HEpIm44eqreEYFiy46H8teeoUXARKN7oilsrEpcepS2W685yF4Wtuw/NlHNKaycVPV1MPOn2ctQEfrt1i7nv7x0erIDujz5/sFjkHj0Rdcz4MdIqJYIqCjQGa7q+1vkKMlVU1JFIdqoyDHiCiO1jQ1tXU4ZgGO2vS0WNEbJXU3RsONlhobrWBjBtAogZhBh46M2QcAwoOdCDsdsKc6YbewRkcPTCkBJAaG3v7wXTxx30O8dU9WPYLLK66WjAhxISRzwCAgHEZfb0Ci7kYcfqT6rfxsFRbOuygq4iMHPsJoTzgURsgfRKg3IFnXE/L5kZE+gOrb6xdNb1Oa2ibct5K0tmknnQxve7t0lEcGeBo+/RQLzjpHVYSHN74I8MSq34mVzqbErCBWdCfbnYlwiHFdi6SyTTrsEBTm54nX7giNCgD1qWwisFNy/FHwFk8wpm6HG+mRgx0A6OtB44ZfUViQC7c7AyVTJ9POarAWdsK9AGh3vJ71cKTzYYeIKJYI6MRQyLcRcKUkP+QkaD2OmlQ1s6M4WtLU4gU4WutvzIjemA03asFGabRGDGy0QI0czCiFGLMkrCURU5SVsoFSAkkMDHm7uvDrz5tRkBv5jg12pWPyhEmS23IByO5yAjZqViGxCJAS+GGiPs+/8QqaW5qjwAOIhgu5NDeb3Qa7KwX2NKes8YDd6YTNbmOPQXh8UvU8SqM8cmlt06aeENm3XFobz3HNheeXv4GWLVvYMbnbsClnIsAjTGej+rtU1e+oTWdjtlMc3bHbqX5Co4JALzIHDaC2VWlUEBN2AJHUtnSUlJTwU9l46zXADjeVTRJ2mL4+uDMGRUML0xeIgAuzDjAUdqjUNT/sKYcA4R1RsENEFEsEdGLIkTIWjhRX4kKOyfbRegEHUA45agwHrIziaK3DiTfg6ElPUxu9UQI3RqWkaQEbvVBjFcx0b/pdcp1tSDoGnDASIV8QoaCyaUKVQIwSGFIjteDEPMxPHDsBZyw4B49VPoiTjz+RPjY/rrr4Ul5k6OFlT6JgdB5at29FQW4+Zp92Om9/wujPQ08/hrwDRqF5SysKRudh1ikz6H5OPPfqS7y+C+ddhJWfrcInX3+Olq1tbM3QNWWXs8f60NOPoSA3H81tLVHjP/DYw8jMyERWpht2p0PyvMRyWzv82Cno7OzE/HPm4Z6Km0WjPCtXr8LN99yJbLcbs0+ZAZvTga7uLnR0duIfN99GjUMDxUPVT6GwkLpeNbe14Lq//R0hvx/r1q3Drffdi+atbfjpqzWwpbqwYvUq3HLPXQCAJyuXovX3bfC0tqCjsxP33nIbQn4fGlasQMOnn6K5rRUPPVsDALj2kjKEfH4899qrKCwqRFd3NzytrcgcOACXnDePfn98h7b6FStwS2UlYLfjmQcegKe1FR6PBx2dnai84w7q/dLAcv8jj6IwdzSat21DQV4e5sycibDfh46dO/H8m8tRkJeHhlWrsOjcczBp3FjYUlOxYtVqLLn7HhSMHo1F55+HFV98BQCovO0W+egOANgdAB0FWrH6cxQWHYTC/DwsOv9chP29eOCZ51CYnwdPSysKRh+IOTNOxYovv8FNd96LgtxRWHTBuWj4/GsAQMnx/4eb7qkCbHZUP3w/PK2t6Ni1E43rN+KZRx9AzYuvIDtjIJa/9xFuvPYqFE8YBwR70bhuLW6850E0t7Rh87cN0tEfANXPvYjC/NHo2tMLT1MTMjMHY8oRR+DG2yvhaWnBr+tWAClpqLjzYSx78TXcd/v1KLvkYjR88hluvO1eFOaNQtnCC1G/4hMAwNlzZ6H6pbfgadmKpQ89jsLCQpSefjK87TtQ8/I7KMwfjfoVn6J8/tkonnwED3ZqXnwHCAUAO/XdLrt4Nrtu6YOPozB/NDyt21GYPxyls//Chx2ADzs2GjJ7f4Z90DiEAhtY2EkW2fqof1aPSUSJgI4CcSGHkWWQIzZHDmAK5JgdxeG36U9VMyuKY2SamlonNbMBx4rojZbIjRqwAWLDjR6wkYIaPUAjBzBKxwhnOGFLccCemgK7yKSXWsU8aNscLbCnfoWQ72iE+/I1708pOAmB6JWnn8fMeXMwc94cAMBJx52Aay+7koUeADj/0vmYM3M2zpj2VwDA6RefjdzhIzBxzHiEfNHjzrt0PkpnzmZhZMZ5Z6LwoCJMGjcBDzz2MDq8nbh78S0AgPdX/AvvfPQ+27e5rQXXXXkNb3/nLboYc049PTL+gnORn5uHSeMm4JZ770RBXj4WzrsIANCxcyfmXboQIX8wKp0uqq7HH0Q4FJmAdPapM3HDFVfBnZlJ94mO8pw89QTccOXVmFe+EI/fU8VGwm59sBKXL74OTy59EPZUF84rW4gFZ5+Hk487HgDQsn0bTj2nFB+/UYfJxZNx94034fzLL2VraKZNPQG45TZcUXE9Or1ezJr+FwDA4Scei7mnz8Kk8eNRcnIJta+2Nlx/+RXssb394QfUZ3fU0exYK1evFo3w2FNTMX0atZ8rlizBrp07MWfmTADAoUcdhbkzZ2LSuHGwuVw455JLMPeMM3DmX/4MADjlvHkozMvDpPHjsfTJp3DJvHkozMvFnJkz8Kcj/w/f1P8HmQBO/r+jUHHVlah69DHYUpyYe9opWP4+dYyy0Z1QCOijnxSdqaj78GPccPml9HZpOHtBGebO/CvO/GsJbK40/GXO2SjIzcW0Y45CxdVXoOqRJwAAZ834C5Z/+B+UTJsGOJz427UVaN/1B0pPp2D74OKjUXHrXai6+zb2HJZfdT3WfPofICUNxePH4r5brsPZl1wla1JQ9/EKwOFEyQnHUt/drWPR8OnnmDTmINzw9wW47LrbqZ0He1F110347gf6WSPYg5KTjseN112B+x58Aujz4+zS2Xiz7h0Ujz0Y5QvOw4pPP8fiqy6hv3zpqHzoAZTPPxuFBx2C0tmn4aCxx2HtqrfgzhkOhPZh6YOPo71zD6ruWQKEelD33ieoe+8TlJ5xEs46rxxnzT0DpWecBAD48+mLUJg/GsWTDgdvnh37AA7s9AI2OsWxZz3s6eNZ2LElEewQxU8EdGIo3LMRGJzCQk64Z318IUfJRKAq7KOTPVXNyihOPAAH4ENOIgBOPOBGLdjEA2piwUy809jkZHO0IO2A42Gz70M4NAC92z/TDDtKIzpCIMobPhLrG77GJ1+sxsovV+HTrz7HzHlz8MrTL2D2aaejubUF73z8Pl555gV2mzNnzsILta/h8clHwOZyUjU6dPSnua0V73z0Pl7l9J992hl47tWXcM+S23Hb/fdg20YPGwGqffdtFI+biD4aPIRqbm3Bu//+EK8te5E+fj9m/fk0PPvSC7h78c146OnHsW/LLrZ/9tChmDhuPGxO6nxIpbjZ05ywu1Jgs9sQ6g3goZoncd2iv7GQAwjS0jjQ487IxKRx41F4CHX9C/f6cd2iv2HEpMNx7SWXodu3Dys/X43Xap5jt88/YAQ6OjuxYvUqTJt6AuxOJ0AHCJkIULY7C82trZg2bRq1X58fBaNy0dT0KyaNp+5RthQqVVCYhvb2vz/G3DPPREZaOvIPGIFJh1P3GClL6iFDh6G5rQ3Tjjueha2CvDw0b9uGSePGoWnzZrz94Yd449ln2fc957TTUPPCi3j64YfQvHUrPvnqaxTm5SLk96MgLw8rVn+GOTNnIOz3ITM9Hd+t34BpJ0wFAEwaNzZ27Y7dgXXrN+CBRx5Fe/du1H1AgU444IOntQ1vffAh3ny+hq3dKT19Jp59dTmeGj8WmQPT0bh+AwU3AIrHjwX8vcjOyoKntQ0lU49lU9kK8vPYc2JzpaK4uBie1i3RFtRh2lxeCnaCftS9+xHOmjUD7kGpKBg1HEdMHA9bSjqy3W4AYV4amzszg422INgDd2YGGn/YhJITj6GOeeJttCkB/V3jWEw3t25Dw6dfoqxgNOBIR2FBHho+/RKls/4K7+4AbrztQXS0fUN/cdOxvO49HDF5EjytO1H37n+w/J+PsCltpbOmo/qFt1A96XB+GhsXdrCHSl1z/Qno2xEFO0REsURAR4GkIIdVIkBOHO2jtUKOllQ1tbbReqI4VqSpxRNw9MINoCw1zQy40RKxMQJq5GDGDJDp4oxnG5qOQSceiFBvEH0OZalrSpWS8TlsdiptxGbfB9g/R98eZe/Hka4tuiQFRNOmTcNJx1IPpbfefzeuqLgaZ0w7BSs+WQl3RiZWfvYp29fT2ozmtpbIxjYbG/FYteZLuDMy0dDQwK5uampCc3MzGtd/B3dmJg8mXlsWSWOzu1KAUJgHJys/XwV3ZiZWfraKbWvZtgWt27bgky8+gzsjk4UQpXU9wpqeWx+sxDsff4Bryy5XNq9OIMCLBNnSXMhKGwp3Zia+37QBHV4v8kdF/naZ7QtG52LFJyvZyAv1njnGBYEAr1bKluqCO8uNTq+XZ2pAbRdJRZs1/S9Y9s+XMfzQQzBp3HiUnnEGm9ImZVgAAIV5ebz6ncxBg9Dp9cLmcuGTr7+GOyMDDStWsNDo2boVzW1tCPt8eP3JJ2FLTYW3qwvNra3o6OxA+65d7Fi2FCcKc3NFzQrYPoJ5dwBg8qSJuP5vVBTniIkTgRQX4EzFis8+hzszAw2rVlMdg340Nf0KT2srVcuT4kJhXm60UUHAh8L8PF7djjszA0VFRbzjYamTgRlHKn9ZBHZKTz8FNS+/gZz8sSieMA5nnfFX3HBlGbU3enue/XQ4RKWWsQDjR2F+rvjEomH6+0X3Xf7iQ4AjHd6OHfC0bEJHpxcdXVS9ztq1a+F2Z8DtzmBT1Za/Wg2EelDz4jtwuzPQ8MmXzJcRTc1taPa0cKI3YrDDTV0bj5BvPQ92iIhiiYBODNmdNAyIQI4tdQKBHIMgx6hUtUSJ4qitw0kmwDELboyO2oiBjRFQoxdouhSmsQHA4MNHsK/DGU7YnSmwp6XAYWDqGgAgdBzCoQFsRAeh4xQDTF+P8hofqX16u7rwyeer2LQx5sH+H7fehUeWPYlu3z509+xB/ug8nDjlWHY75rVYupy3uwv5ufmYRqdHAcC0aSUI9frx7r8/BMIRIwRRG2y7nY32/PrLZnS2dyJ/VC5OmEL96u1Ic7Lz47zz0fvIcmexgMNGXUJhhP2CyUU5sMI4uIX8QXi7u3HDFVehua0Ftz5YGamz6Q3g6L+cjJYtbewz8PWXX4Xr/vZ3KhrDGY8HWM4UdPXs5Z0fNk3RbqfTIF0I+QNAhJVgd7nYKE+UdbUzBbZUF8I+P8KBYOQhGEDL77+jMC8fH738Kr7buAGffP0Vnv3ny/TxXiFtWOD3I0zvh4nyAEAoGETI54e3qwsF+fkomTaNNSuYNnUq269x3VosffIplJx0EkrPOB0F+fn0OY1YUWe6KaCVmmhUOO8OQnQEha7dmXb0Uex4XXv2sWlqzDYl00rY6A4AFqCjjAqY88XATygE9AU4Zgd+AGG+6UDQB9jsVPRGZnLR/9a9hMYfNmHFF9+i5oVXAICFHeaLw8COt5v6XnBd1tyZg6k2LuzYUzn9KIOCxnVrcd/DNSg5+UScNWsaCvPo66EjHd6ubuq7JHRjs6fD29mOwvxcKtIVoo675OTj5A0KQvsAuNjUNeo7wocdIqJYIqCjQNzwaFJCjgZntXhYRxuVqmZ1FEdJmlqiA06s2hslqWlKDQWUwo1VYGM00MQCGS68JIrCffno3f6ZphodNREdKSjq6w1g7bq1UcYCAFCQmw93ZiYmjh2PB598JCoS5O3qQkbqAIT91IM381A/4ZAxeLDtkaj9dft6MGlSMbzdXbCnuXjzBHm7u+DOyIzaZsPmn1A8aRIeqnkcjjQX+nojURlvdxcmjh3PiyyxwCHjpAZwHvqdTuSPGo3BqQPw+N1LMfak/8Ml51+Igrx82NOc+Oo/KyVrn2x2WyS1rdcPb3cXvF1dmDRuPAry8vDAE4/ClubiubU1t7Wi9PRZ1DG4JKAGnCiPz49wXygyZqoLcKaw6wDg+w0bsPKz1bjk/Asxaew4TBo7Dgvmno1Tzz8P119+BQVVAlc3CjCYMTgObXYH7CnU/iccdhiWPv44NS7Hnc3b1QWby4W/njcP/6mtxcRDqftIV1c3bI4UNG/bjoIRByAUDNLbqnNmY2t0ALiHDmONCiaNH4eqR6kaHO58Ol37fMgckAoEaOc4oStbSirlCsi1oGbd3WhXtpTI8fAmGGVS1yQsqGueexFlCy9G8eTJKJ4wBovmzcH0ORfjhivLEKbTz7iObB2dXsBOf87BXs7rHv5cO30+ADbWmtq7x4eSWfPR8O4LKJ44hoab3UDID09zG4qLJ1OwwwWXvh54d/tRPGkS7ntoGf3FijiweXf74c5wicMO9aWmP5s/IbxvNWwDxrOwQ0SkRAR0YijcuxEYlAJ76vikghwt9tFWRXGA2JCj13DA6CiOmjQ1JXU4WubBUQI4autvrIremAE3RoKNWqiRgxmzQSbU24c+R3QNiX6NAvbMpV+L79+Rru+WIQVFDr8TLy5/BScdewJOOibya/0nX67GGX8+DX09AZx8/ImYNH4izzAAoObfWTDvIthcKXTqGjXGScdOxaSxE/D2u29j1l+pInd7mpPtP/vU0/HQ04/h2suuBEAB07v1H+PiOecid9hItLS2oK/Hj+a2VkwcOx4FefkoFhv/jfex4JwLMP/s87Hsxeex6OIF7P6+37Ae3b37eJEeKeix2e2wp7rgzsjE/LPn4fLF1+KDl95k09vEJiYN+YP4bsN6eLu64M7MhD3VhQdrnsaCc+Yhb/gI5A0fgZOOm4qVq1fhZNpG+rsNPyAcCmNWyV/56XHcOiCRKE/Xnt0IB4L8OpotbbCluuDZvBkT/nQo3v74Izz7ysu45PwL2W3zR49mtxGzwKbevI1nWNDV3UUfUyqmHXc8iseNQ93b76D0zNns3Dt1H36IyePHU1BH1w2F/T50dHTQ73M9lSoG8CJP3IlGpaI7HV1dKLDnixoVTDv6KEyeOB5v/asec06fAQR8CAd8qH3vAyy68Hx6OGo8ri11OEi/X86cO96ubsDhZPvQR8i+F5uLBiRAdr6drq5uFnaoup5uFOSOBFLSUFh0EDwt1P3BlpKOzvYd8LS0UmOzQOMHF2hY2KGOhPrPkQ5P0yZ4vd2Uyxpds9Ph7QZsLjQ2rkPpnNkonXUqlj7yLBZffQngGABvx3Ysf+ffKLvkIhwxaTzq3n4XpWfOYmFnee27KFt0kXRkB3uoNDtQz17hfT9EYCdJanSI61p8RUAnhuyusbCnuvot5CRDqlqQAzRqUtX0RHGMTFNT66RmNOCYkZ6WKHBjBdhIQY0RQNO1cbvivvahaRh80oHUaxPnvpGTmjQ1Rkrh6O4lt8PucuDRF5/mtf/jtrvQ1xNAX08A7z33Jm67/26079yFrEw3AGDBvIvw3YYf8OCTj6C5rQW33HsH7rnpDtjTnPjwjXdwy713wLt3N7LcWQgHgrh4znkI9Qbw8iM1uPX+u1m76E5vJxbQjmlFhxyM+eddiNseuhf5I0ZjwTkXoK/Hj/eeewO3P3wvOrydyHZnAQAWXbwQAPDkA4/ioacfw1vvvIPMjAwAwMRx43H/k48gMyMTJx9/Ag9sGOj55IvVePi5p9G4/nsWvLr27sEnX3yGmRedjcfuXoqC3DxJ17aJY8ZhxcqVyMzIwA8//4jsrCyevfQrjz2DW6r+geY26rrjaW3BV/9dCQBoXLsODzzzOJpbW/HgU4/jur/9HT/88j88WP0Umtta8cBjj+Da8r/h4eeq0bj+B3R6vZSd9akzkH/ACCycdwFuvucuFOTn45LzL4Q7IwPhQJB1X/O0tuCZBx9hjwUAD3jWrVuH+596Es2trXjgySdw/eVX4IEnn8C6779HR0cHstxZmDNzJv5d9xaW3HE7Orq8yBkyhDrv8+cj7PfjuksvxZI77kDJyScDAF5/7jncdOedmDtzBlasWo0Hn6lGc9sWLH30MZx56qk46OCDJKM7TZs34+2PPkZzayu6urrx4DPPYuLhh2La1ON4NtT/fu1lLPnHfeigzwf6Arjk3LloWLUa9z+9DM1tW3D/w4/izBmnoOjgQ/Ddj79g6eNPw9PSivsfewo3XPk33P/Io1j3/Q8AgIK8XGQPHoCqx56Bt6sLS/7xICquWARPaxuqnqiBp3UL7n+iBjdcUSYKO5nZOUBfAHVvvwM4XGhuaUPNw/8AAr1wuzNx3503YelDj6EgfzRsDhemnXAMal74Jwrzc+HOzMDSx5bB09KGpY88jdIzTkVh7jA0bvwV9z36LDwtW1Bxy104u3Q2iouPwA1XXoKKWysx/eTjgZAPy198GDfe8TDOmjODquF55WlU3FqJpY88i8L8Uejo6kHZ/LOAvh7898NXUHFLJTo6upCdMxQAULbgLPl5dmh7aez7BRg8nPrc9q1nYYeIKJZs4TDnpw4iVt3d3cjMzETHxosw2EE/7MtBDkCBDgdyAFCgQyCHWjY5VS1Rojix0tSUWkVbDThq4Eaqj1JDAS7cGB21EYKNUqgxA2iUgMwgpfvPSEHKX0ci98BRSE0RqSlJUCmxm9YaKZICL6XpdGLHFgsiuREZaizpz6KP01dswlKxfUpNssqNgDD7WvnZKtxy71348l8rJOfmEdteOEaYNz5/W952XDMEv3g7QLm0ibWH/D7xdpH+XGMAXu2OL3of3IlGhdvbONsybXaF/VggCkSOhWmLpKAxERdOH7beh0m7SuMvM+lxTBSHmceHXS/o7xL0Z1LagoJlTs2O6Hp62ZaShnCwhx6LjtzQy6zTGzMhKBP1YV7z1qVxJg7lTBbqEPRzpNP1NogADUBFdZhthOvobXp9ITRv6UQeHkCafQcwcDzCPgoQbQPGw5Fbwz6vdXV1IYP+kSERxBzXH83zkZFh7TW7u9uPYQUvJNw5iYdIRCeGwj1U6lq/gZwEMR3QMgGoVsMBM6M4etLUjAQcpQYD8YzeaIUbK8FGC9TIwYxiiDFZYkCg1S1NrWKDQwB9PdpS5cTeAxP9UdI36qGeTgmTWk+18aMy3MlMhdDDnbxUDnqUpLZx0776ZACN+x7EJiPlWlQz+2cmIeXW8Qid3ph0M2aZ59ImNBrgbMNttwsc19h2ifodINqOmuvOFulLHz8HeORqckIc4OGmsnH7SRkV8GyomQlGXamAMwI8TF0OW6fj74XNlRZdt8NJYwPAAk9YCDx+PjDxgEekZkcyzY1eDgd7eTU7NienLodjPIC+nkgqG9eNjV1Hmxn09USiMvb0yGsHd53AoCDUQ/2zp0dqdgBe/Q4cjL10AEg7BAjsAPauh23gBIR9P/Ddb4mIJERAJ4ZsrnHURTuJIcdIZ7VYgANohxyjUtWMjuIYnaamB3AAPuSYWX8TC3DUwg0gDThq4EYL2BgBNVJAYzTMeDeIj2MfmoasaQcg5AuiL6DcXtqR7pSEGi2paErGUyM5EJI7PikIUgo/SsFHbr3R0COW2iZs50dVqIlGuROSWgE83OVYwBP2RbfbXakI+X2i6WxCoJKabJTq6xP0jZgVMPAjV5PDOLNxoUqpDTU3lY0X3XGmxoQdIBpmWOBxpfEsqG1ODiBxTQoCHIBhtgdUww51LAkCO9ztGdih7aXR8wv1/NS7noUdIiIlIqCjRFzIoZUQkCMzESigHXISoR7HjFQ1M6I4WtPUpOpw4g04auAGEAecRIAbPWBjFtBIAYxQmWMkxslMgc3pgD3VOHtpo6M6UtEUreNKQZBUFEgp/GgBH2G0R7hemA5mNPQI21d+tgoPP/s0vt+0AQ/XPIlryi7n7UN47MJjtgp4mOiOEHjsnOgKL1Iksn+zojsM7DDHr8SoQDjnjmR0RwA71DFFIjOy0R0tsMMDGo79dEzYSaOiOwFOKltCwY4PsDkpT4S964GBEdjBQFKjQxRbBHSUioGcvev5kMMoySEnEetx9BoOxCOKEytNTS/gANI1OEbV3xgRvdELN1aBjZFQEwtkJAGmH8mouXdi7Ue0BkUF/GgBH7VpblxQUQI9XMtqqj0aerhRnpOPP4Gdx4c9JonJSOWiPGYDjzCdLRyVAqc+nc2o6A4PoITRHYNS2bgW1KpS2XTDDieVDYhOcxODHW4qmxGwA+iHHeylP4c/Af4d0bCTBLKFwrD1WVsObwtZO14ii4BOLO3bCAwppl6LQc6AcQkFOWomAo13PY7eCUC1pqoZFcUxI00t2QAnkeBGK9iohRo5oDELZjo3bId9WBqypw1Dny+IoIrUNbOUoiMaJAcyclEhue2Uwo8Z4GME9AijPOLAIh/lEZuMlLsPs4BHCCQAeHPwcNvl6nf0prMpje5I1eRwJxmVgyJmvWgqGwM7gOJUNktgh1m2GnZCPephB+DATipVowMqkybcSxkRII2GHSKiGCKgE0upNGBwfzlQAjmMuJDDiECO4alqcoYDVkVxlKSpJRrgmBW9MQNu4gE2UlBjBNB0KkxlYzS4aBjsTgfsLiccCeC6FuQ8sMeSGiiKBUFqthGDn2iAUQ8+RkCPXE2P1ihPLPMCo4FHyrCA22Z3uRTX78ilsykxK1Aa3ZGryZEyKlCSyhZVtyOTyhZX2AHMgx1AADQSsAMAdhnYYbaBk0pd2/cLMGg4BTt7f6CiOmkkdY0otgjoKJHUXDlykNO1MRpyMsbFFXISxVlND+RYmapmdZqaUic1rYBjdfQmHnCjB2zEoEYP0MQCmcwEcWTTKkeacthSAkVKYEivyxoQDR5qwcco6JEyMtAa5YkH8ETa5YFHaf2OXDqbEdEdBnao7eRBRlMqm8q6HUUmBQoc2TTBTkqaObAT7OH3k4MdR7oC2PGx32Xs2QAMGseHHSKiGCKgE0v7aHtpAjmmmg4YlaomZzhgttlArDQ1I6yipWyi4wk4SqI3ZsGNVrAxCmrkYCYeIGOEi5oZttOxoKiv14+gxLHHAiA9LmuAevARi/ZIrdMCPVqjPGJpbYkCPErrd+TS2dSaFYhFd7ipbFHRHZVGBVzYARSksglgBxC3j9YU3eHaT2uBHYBNa0s42MFeIETbS/f+wcIOgKSp0SGKrwjoxJAtbRx1MZeCHEZqIIdRAkNOPE0H4pmqZmQUR22aWrwAx6rojVK4URu1sQJsrAKazg07JNc5hqUi589DZO2ljYIUvcCk9jjkQEgqGiQHQFpd1oBoOOHW+CiJ9kitUws9UqltaqM8wjazgEetYYHqdDYZswKx6E4sZzatRgVSfWRT2YR1O4CJqWziqWmK59pJONihz9eeX6jnp30bgD0bYBtE7KWJlImAjhJxIYcWCzndG/iQQ0sWcjo3JiTkJILpgBrIUWs4wAAOEIEcsVocLVEco9LUzAYcI6M3VsGNlqiNEGyMgBo9QCMHMLwxxh4gszKFqtEx0F5aSnqAyWiLaTEIkooAScGPVNQnVh890R65FDcp6NGa2qYlrc0o4NFqWKAlnU3OrIDdXqEzm1ajAqWpbAlTtwOon1jUStgBomEHiKSuhXyw2ejvdPcGHuzw6qETWLY+6p/VYxJRIqCjVJy5cmQhZ9D4uEOOmolAk6EeJx6pamaZDeg1Gkh2wNEKN2rBBlAGN0ZCTSyYkYWYfiQ9FtOPPvs4AMDmdKCjswML5s3Hux+/h2suvYo/hgB+vt/4A2677w40tzbj+/pveeuUwo+WeXXkoj1X31mBtz98F/98+nmccMSx7P6F+/10zRe4tfIuZGVk4v0Xl4uOJRblSRjg0WhYoCSdTYtZgdLojphRQfPvv2PZyy/juVdeQVZmJi6ZNw+2FAcAoMnjwVsffohLLrgAlbfeIpvKZmTdjqEmBRpgZ8Xna1D77kdAKIiSE4/F3DmzjYcd3vw7A4C+fYiyl04/FOj5Ixp2iIhiiIBOLO3ZBAybRL0WQg4jAjnUcpzqcdSmqul1VFMTxVGbpqbEaCCRAEct3ADSgKMXbrSCjVqokQMas2CmY/0fcAxLRepfhvQLe2kg+oH/yiVXY8G8+Zg4dgILBRddvRAAJCGB0cSxE3DNpVfhqpuuiUrtEkZ+lIBPX08Az774HOaffaHk8caCnsfvewiN678X3Td3nycffyK6urvxwJOPyIIF9Vq+lifWRKRiwHPbQ5VobmvFq888T61TATzPvfIyFp5/oeb6He6yWDqb2uiO2nl3Iv0o2Ck48EBU3norVn72GSZPmIDrL7uUei/0NmUXX4yaF19UlMoGqK/bEYOdJfc+gObmZryx7EljYAdQBTt/nnUeOlo2Yu336xHu86mP7ADR/WLBDvUFB89e2kZl0oT30fbSA2jYITJEXq8Xy5dTP7Q0NTXB4/Fg2bJlcLvdAICGhgZUV1dj+vTpKCwsRH19PaZMmYLS0lJ2H0uXLmW3B4Dq6mpr34SECOjE0gAKKnhgIzFXDg9yGHEhh1ZMyGH67QeQY0WqmlVRHCVpaokGOGZFb8yAm3iAjRTUGAE0Hev/UNU/4+AhsDsdcKSmIMVhbuqaEkmZB4hJCRS989G7eKzyEQARMHhi6eP4+5Kr2GU5e+ksd1Z0u0jam7DmR+zYHOlOfPrNZ7jk4ghoqTEdYKEnHD1pH/e9MPscnDZQdn9i7XqiPNxtTzrqWEw6LHLPUhPhWfHZp1h4/oWa63dipbOpje4ocWaTiu5wU9myMjJ42zEgM2n8eBQVFrLHqMuCWiHslJw4FV2TJrJthtlPK4Cdxk2bUZg/GpmDUlFy4vHU+YmVxgZEw06fRD+7FOxw6nUYe+k9vwCDh1Ow0/0D9WzFKScg0qeKigpUVFSgkP5+l5eXY+7cuaivrwdAgVBDQwPq6upQWFiIiooKHuRUVFSgqqqKXS4vL8f06dPZ7eMpAjpKpGBC0CjI6dwUDTmZ45RBTtYYUyAn3vbRRkBOvFLVrEhTU1qHoxVwrI7exANu9ICNGNToAZpYIOMek9ypbCkic9RIKRYUpaQ74e3uQnNbCwpy89l2d2YmisdPYpflHNb6eoMIh8Po6wnIps8J4UcMfJ5/7UW0tEUiv1rtpQEg5O9jwYeb3hZ1jBLHrjTKoxV4pk0r0ZTS9twrL6O5pUU6PU2mfkdxOpvK6E6seXfkbKi5qWwAEO7ro5f5NTnujEzj6naEsANEObJNO/pI9rNkAIa73lTYCfrhznRTx6W0ZoeBGyWww6SnycFOiGMvTaet8WCHyBB5PB7U1dVh8eLFAICioiI2wsOoubmZjfBw5fV60djYCK/Xy64vLy/H5MmT4fF4WHiKlwjoxNLuTcDAFFnIYaUGchglMeQY6axmRaqaGY5qZqSpKanDSSTA0RK9MRNulICNUVAjBzPxBJkgJ41KqVJEHMWMUiwoCvYEMOHw8Th93iw8fMcDOPGYE9h1wvqch595FAW5+SwUzTr1DACAIy0FNpsNjnQnD0QeffZx5I/OR+v2Lbz+APD8ay/y9n3RmeehYUUDVnz6CZrbWvDg4w/D7nTgmkuvZPs89tLTyB+dh5YtrcgfnYfTTz6Vty4zIwNZmXR0yWaD3ZUCe5pTtqbH7nIAnGMfX3IUvF1ezD/vQtxz0x1UHwHwfPLFatz24D+Q5XbjzNOo9+Tt7kL7rl24+4Zb6DGoh/aHnn6MBcimpiZcU3Y5AGD95h9xa+VdaG5txaYv1iLU68eKFQ249f5/AHYbnqx6GC1trWhua6H2u5ja76o1X2LFZ5+iZWsbHqp5EgBwbdnlLAAV5OXB29UFj8cDd0YGLpm/gDodgnS2T779ErfcezcA4Il/VFFjbWlD5+5u/OPm23jpbA8/W42CvHw0t7Ygf8RInHnqDABAd28Pnn3lZRTm5aPhk5VYOG8eJk+eDHuqCytWr8LNd9+N/NxcLLroIqxYvRoA8I/Fi0VtqAEaiux2AGBd2VasXo2CvDwUHHgAFp59FgDgwZplKBg5Ap62LSjMHY3S2bOx8qtvsOTuu1GQm4uyiy9Cw6rVCPcFUTL1eNxUSf3a/czSSnha29C5Zw8af1iPpx+8H8uefx7ZbjdqP/wXFl91BYoP/xPCAR+++/FnLLn7H2huacXPX30qXbfj78Wyf76OgqIidHW0w9PaBnd2Do6YOAE33nE3mlu3YPN3XwLONNx4211Y9s83UHn7TSi7+Hw0NKzAknseQEF+LsrOn4uGVV8A9hScdeZM1Lz8Ojwtrbj/yRdQMPoAlJ5+Crr2+FDz0msoGH0AGj79AuULL0Lx2IN4EFPz7IsAE3XuC6Ds4rNZ2Fn64OMoLCqEp3kLCvOGo/TM2fKwgz2UvfSAQ4C9nBodgJ9pQySq7u5u3nJqaipS6e88V8LIy5o1a1BSUqJ4nLVr18Lj8aC4uBgAWLjxer0qj9h4EdCJIVv6ONgGuGQhJ+zdyIccRnKQ0/5jUkGOlaYDWq2jEy2Ksz8BjpVwEy+wkYIaI4Gmfb10/U/K8FSk+nPQ19uHoF0eZLS4pqlJRZOTFmBKSXPin0+/hDMumI3ZC+cCAE469kRcueByHvRcfPVCzD5lFmacdCpS0p04/fzZyM/Nx8SxfKtZ5v1f8LeLMWfGbMw8iYKRWQtKMXrYKEwcMx6PvfQUOjo7cPeSOwEA7378Hj5Y+S/MOvUM2F1OtP7WhqsuuQJA5NxcfO0izJkxG7NpsJg5bzYKcvMxcdwE3Fp5B/IOHI2LZs8DAOz278MFf5vPHpNUepuYc9vs007HNQuvgDsjMyrKw+xn2rRp6NrdhQuuXIRH71iKokOoa+Ut996Bq+64EY/f9xD6evy44MpFWHD2BexDS3NrC85YcA7ee/4NjD/4cNx53U248Mpyet9UhAcArry1Ah1/7MTs004HAIw59giUzpqDCYcchhOmHAMAaGlrxfVXXs2+p7feeQfhYB9OPv4EdqwVn6yUTGc76chjcPcNS/D3W2+Ed+8ezJl9JkI+P8aceCxKT5+FSePGw+5y4byyhZhz6mmYNf0vsKe6cOrZpSgsOggT/3Qoqh55CIsuno/CvHycOWMmDv2/I/DlBx8je9hQTJt6Arqu6sbSRx9FOBDE3NPPQO377ymyobY5HGztTt277+KGq65itztn/gLMPXM25sycCQD4a2kpCnJzMe2EqajovgpVjz6KcCCAubNOR+2772Pa8cfhXgCX33gzOnfvRens2QgHfDj0sSew5K57UHnbLezEoJdeewO+XfEfIODDpMP/hMpbb8Y5l1Cfj5RJwVv/agAAlBxzJOBKg6elFStWrkTxhHFYfNUVuOzaCjayc99dt6Fx/Sagj/r+lUybBm93N6oeqwFSUnHWrNOw/N2PUDxhHMoWXIQVq7/EDX+bz9bsVD74KMoXXoTC/DyUnv5XHHzENKxd9S+4B7mAYC+WPvEC2js6UXX7NUBKOure/Qh17/0bpWf8FWctuAZnzfoLSmdMA1LS8OeZ56IwbzSKJx8RgR3qjyACOzY6crV7M/WctWcDVS+dkTz20rZgGLZgdBqr2WMCwOjR/Hv/7bffjjvuuEN227q6Oni9XtTW1vLaly9fjuzsbHR0dKCpqYlNVXO73ejs7OT1bWigvpPxjuYABHTUiWtlKAc5gglBkw1y4mk6oKYeR22qmphttNlRHLVpalrqcLQCjlnpaUpT08yEG71gIwY1eoFGDmK4yhonPo7N7YDd5YAjLQUOE2p0jJiDp68noCiaJAZDBbn5WL/qO3zy+adY+fkn+PSLVZi9cC7++eSLmHXqGWhua8F7//kArzzzMoK9AQR7Ajh9+gw8+/JzeOTOB9HXyx+3ua0F7378Hv751Its2+yZs/HSW/9E/uhbcNt9d6Dlm81s9OetD9/hpckB/DS3ps2/4N2P38eLDy1DsCeAlHQnZp92Bp577UXcfeMdePiZx7CntYPtPxgDMOHw8ejzRZ8PLvT09QQQ8vex9TwPPf0Yrr/8GrgzM3l92GPifE7unGxMHDsBBbl5bFrb9Zdfg5HjCnHtZVfC292FT7/8DP98bBmb1laQl48Orxer1nyJk48/kdpROIy+3gCbmpY9bCiat7TipGOnspBSkJeHlrZWTBpHPWCG/EGEQ5GHN3uaEzanA2//6wOceepMZA8bgoK8fDa6IqzfYaI7WZlZaG5txbSpFBzZU10oyMuD59dfMeGQQ9GyfRve/ugDvFbzHBvdOXPm6Xj2lZfw5NIH0dzWhhUrVyL/vPPpbfPx6TffYNaf/wwAyMzIwHcbN6Bk2jSEfH5MuIG690kZFYR8PoRDIaz74Qc88MQTaO/sxFsffojrL7sMAND8+3a8/fHHeP2Zp9m6nNLTz8CyV1/DpHHj4M7IwHcbNmLa8ccBAIpvo6Jg2UOHwtPaipOPPooa35mKgtxchGnggCsNk8aNRXMrfU9i6naCAbq/tCMbANR99B/MPf00uDOBwvw8eCcfgXCgF9lZWYCNMi9hYIdNP6JT1dxZQ9D4wwa2Dqd4/JiINTVsvL6e1i2oX/EJyhdeDFtKOgryRqN+xUrMnTMb3vYduPH2SnS0bmDT2Ja//QGOKJ4AT8sW1L37MZa//AybxlY6eyaqX3wT1RPHRNLYhHPsAICd/jvsog2daNghqWuxtWXLFmTQNWcARKM5jBhDAq/Xi7lz5/LS1ISRmpqaGsydOzcKhhhVVlaiurpaNNXNahHQUSKhjbRwQlDAFMhh1B8gx8p6nP4QxdECOIAyk4F4Rm+shBulYGMk1MSCGSmISQTZ2nchpe41BEvPQzhniKZ9KIUluejRScediJOOOxEAcOt9t+PvS67CrFPPwCeffwp3RiY++fxTtm/rtja0/baFTY0Lh8Psvld8siKqf3NrM1q2tGL95o1wZ2QiZzj1Pvt6AnjxwWXs65AInKxa8yXcGZlYvfZLAEDIH0BTkwfNLc3ssQnPhc1uY/fJbefKnuaE3UXdim++63a8+58PcO1lV/L6iBkYiEV5Qr0BZKQOgDsjE99vXI9Obyfyc/Oj6njyR47Gys8+xcnHnwi7y8k+CPdxjA8KBNtlDByM9p272PU2p5O3jSPNiTNnnI7nXn0ZI4sPw8Qx4zDntNPZiI9k/U5qCgry8nn1R+6MTHTu3QMAWPHJSrgzM7Fi9Sp2bE9TE5qbWwAArz/3AgCgc+dONLe1odPrRYe3k63dCQeCKMjLY48hllGBPTUVNrsdxWPH4tpFZbCnunDExIkAqFS2latXw52ZiZVff4NwgDrmptYWtGyhruWhYBCFeXlRdTsAUEgfBxc4ivLyOHU09EOooG6HgWAp2DnzlOmoeekVDDl0EorHjcHcM07DDddQKZ/hoE+wLX08Dvrxjwaawvy86JqdIF2/xjEoWP7yMiDYi872P9C8ZQc6vbvR0ekFAKxd/wvcmRlwD4o8TC9//mEgJR01L7wKd2YGGj75jFoR8qOpqQnNrXRmgZjjmiMd8FP20hjwJyp1DaCexxjYIZJVRkYGD3Tk5Ha7UVZWBoACmaysLLYuRxiZOeuss1BeXs6ry2FUUVGBs88+m91XvEVAJ5Z2bwKG07/yKZkQlAM5rLiQw0gB5NhyxkhOBgrsH5CTKKlqWqM4VqepWQ04WqI3SuEmkcFGDmjMhplgbxB2u/H20qmv/xOObz5HKNAH38IrJPvptZUGoh/2vd1efPr5Ksw69QweBN1+1a14pPoxtO9oR1d3F/Jz81kIAsB77UilanQY6Nm9bw/yRuXh+MnHsn2On3wsUtKdePfj92SPBwDCoTALFW07fxMdf9rJ0wEAb7/7FtyZbjbSw9t3aoooqAjH7drdjeuvvA4t29pw8123464bbqX7pODYU09GS1sL2/fasr/j6kVXUJEgjriRonAgiM6ODsH6SIQqFAzxLao5pgUhf5DnGGdPc8HmoOpWuJACu42Fh19/+RUFuXn46PU6fLfhB6z8bDWe++dL9PFeHu22xrG/BqLd2Zi+3fv2In90Lk466mgWTqZNPYGN7vzw8/9w/xOP4uSpJ2DOX05B/qjINZBxZnMPzuA5sylxZbM5qPlzQj4/pk2dyu6zs6MDBaNHs21hvw/Tjj+OdVwDgMyMwZH3Re8b/gBvWQgc7DITQWFgh54cONZcO/9+4yV89+MvWLHqMyx76Z8AQMFOSmoUKLF1E4xBQdAPd2ZGtEEBEPke0LDTuHYd7nt8GUqm/h/OmnUqCvNzYXO4EA70wNvVHTn+YC/HhIBaV1iQi5Ljj2Btp0tOPIY+B2nSttP2VIRD9Hdl0Higaz31TMXADpFueb1eVFZWYsmSJSy0lJSUsE5rpaWlqKur47msMf24dTkAlfZWVFSUMJADENCJrYG0vbSSuXIEkBNu3xQNOVljeZDDSgXk2IYeZhjkWO2spsV0QKt1tNJUNQZwAOWQoyaKozZNLdkAJ9HhRgg2RkGNUUCz6wdlNtMpw1ORfko2UtLMsZcOnXsB+pwOhErPk4SZYE9AdS2PUjBqXN+IWaeeEQUd+bn5yB4+BOMOHosH2x6OSo3bE9gbFU0BqLl1Hnr6YZ4RQrA3gPYduzD2oMPh7e6K2sbb1QV3ZibsqSmw2SPmAN81NmL8wWPwYNvDottMKp6Mli2tcKS5olzcuJJzb8vPzYM7MxNP3Pcoxh43EQsvWoC8YSPR1xPE6rf+G1XLA9AmBuEwL8rj7eqCt7sLkyYVI390Hh6qfpzndAYALVu3oPSMOQCAkC/AgxpHmouK8gBRbms2pwP2NBdCvX6E/XwgWf/LT/jky8+w4JzzMWncBEwaNwEL512IU885E9eWXc6L2PDd1iKfJ+vOFgohHKAgbuLY8bj/icfY/sy23T09CAX8OOWsOfjo1TcwefJkAEDXnt0IB4Jo2rwZRQcfDFtKJGIlZkPNHD8XdsKhEN1OpbJlpKWz2xRPmoT7n3ySNSpgtuv84w9kDRtGj2dHyE/vm+PKxgIHAzv0OKwjW4D+7nAd2YBI6pkE7Dz7Wh0uOa8Ukw4/BMUTxmHRRfPw51lzccPl5ez2XLe2Tq+XrdFh59YJU8fCg50U+rjpZe9eH6bPuRD1772B4onjqMiOl6rNaN76ByaNOQjeri6O4xoFO96OHSgeewjue6gtso6eUNTbsQPuTESgSAg7oEFv92YgY1g07BDplsfjwdKlS1FeXs4CDAPDbrebTWVramqKMhngRnqYuhwGcrxeLzo6OuJep0NAR4mUTggKRE8ICshCTnjXT/st5BhVj5PsURypNLV4Ao7W9DSlqWlq0tLUwo0esBGDGj1AowRilO7fTtfomKVwzhAEyq+U7aM2mqMEjJh9vvj6izjpuJN4EZNPPv8Us06hCv+nTStB8bhJ+OCTj1nntL6eAOreeQsXn3Uh+nxB3rQ1Jx13IiaNm4R3P36P7Z+S5sR7b3+IBeddjFmnnIEHH38IV13ydwBAV3cX3ltBrcvPzWcjKG07f8Ok4mIU5OajePwkvP3u2zjjLzPZcd7+6B0sOO9izD/3Ijz/2otYcN7FACgA+n7jD+jY2SEe6eFCjy/IRpDcmZmYf95FuHLJNfjg1XcAiE9Iyuj7Teux278Pg10D0NcTwP2PPogF512Egrx8FOTl46TjTsCna77AiVOoyNYPm6l7EGMyYGOgRmhNbbPBkeZibam7OGBoT3NRznOtrQj1+tG6Yxsmjh2Pdz5+Hy/UvY75peeyffNz86Ic47jRHbsrBQiHeZGirj172P7Tpp6A4vET8G79f3DmjJksnNR98B4mT5hIQd3YcSzEdHq9gDMF323cgILcyHU5lg01d4LRTq+XtZcWWlBPmzoVkydOxNsffYQzTzuNhZ26Dz/CJfPOY8cTWlCDTvXjTi7a1d0NBKnP1cakqYH+EjOwQ9foyM214+3qYmGHqdkpoO99hSOGw9PSykZvOnf9AU/rVni7uiMpcyn0Zy60ngYAm51d52lpg7erG8VjaLOhlDR0dnYh3BdA4w8bMee0kzHn9L9i6SNPY/HVl1GRnPY/sPz9BpRdeCaOmDAWde9+hNIZJ7Ows/w9ah395YuGnZAPsNEA7N0Im5v+8bhrI9/BlkiziouLsXjxYh6QvPnmmyguLmZNTITra2pqUFpayoJRY2MjGhsbUVpaCo+Herarq6tLiMiOLRwWmdGMCN3d3cjMzIT346ORMTBF2Vw5QsgRzpVDICepIcfoKI7RRgNaAceq6I1WuFELNoAyuDESauSAxqjIj93twODZOcg9cDRcjuiJMJNRDAR1dXfhnX+/h/xReVj/03oAgD2FgrqrBfbSt913OwpyC9gJQmedega+3/g9HnrqYbz7r/dw5cK/487rbmP73/7gXSgqLEQ2pz+jW++7HdnubBTk5qPD24kLz5wX2e6Bu2BPsaMgr4CFFwC4tfJ2FOQVINudhZC/jwc9j730FApy85FJR5huu+8OAMBdN96BqUccw/bjQs8nn3+Kh55+FN+t/x7XlF2Jqy+5Alfddj1eXP5PnHTcCXis8mHe3ELc1K5Vaz/HrZV34frLr0ZmRga+37ge4UAfrl5EpR4yMHXLvXegMI+69jV5mnD3DbfCnubEdxt+wINPPoJ3Pn4fdy+5HVfPvxTfb1qPh559Eu989D7uuel2XHvZlXjo6cfwwBOPIH90Lm74+zUsJN1y750IB/tQkJuPBeecjxfeeh0AqHMTCKJlSyvmn3M+coYNET3+Hzb/iPufeBTvfPQB7l58M64t/xsefr4aDzzxKApy83D9FVdhdslfqfP+YCUK8vKR7c5COBDA7FNnwJ7qws3/uAsAcNLRFMgV5Obi1vvvQ+nps5CZPgAPPvMUGjesxw1/vxJnzpiJ/AMPZMcXRnZatm/D2x9+iPsffwxZmZm4ZN48FE+axBolcC2ol9x9NwpHjUK22w2kpGDOzJlYsXo17n/sMTSuX4/FV1HjFYw4AN9t2ID7n34Gb33wIe696UZcf9mleLDmWVQ99jgmjx+H6/92KbKHDsXSRx/HWx98iOv+Vo4br70GnpZWtq3ytptx/d8vB9h5dugaoEAvlr3yOmwOJ7Kz3Aj3+dHcugWL5l9EGVoEenH/k9WAw4nC/FwgGMDy9z7Cdxt/ROXNNyAzMwP3P7kM675fjxuvLMecGX9F4cGHoPGHDbjvoUfx1gf/xg1XXoazTv8LisePwY33PAQAKJl6FJDiQmF+Lm687R6cNetUzD1zNsLBHtx45/3IGTIUhfm56Gj/A2UXnUPBU18PKu64H0VFRcjOGAAAKJ0zm/ow+nqoPsxr6guM3t69aG7bgfxQA9K6P6feu3sssIe6Ttimrmaf17q6uhTXo1gh5rg6Nl6EjMHWXrO7d/uRPfYlxefE6/WipqaGXWZc1bgRHu769vZ21nXN6/WioKBA1Eo6ERCDgI6EeKAznMo/jHJY0zIhKBdyACB7DA9yANp8YD+CHDPrcRIliqM2TU0L4ADREJNogGMW3FgFNlJAY1ZdTvv3O9nXzgNcGHldIUYNGwWXPbFAJ2WA8ckBUpEgtVGlPpH9KLHADvbyt4s1rnAcKWOGPkFtitR+5QwMAAoYPvlyFW5/4B588a9PNG0PRE9wSq0TRHdEjt0h2E5oIc220xAR3V98fDadjLOfMLtvib6pnNojf3RbWLSfL7pN0C/M9knl9PEJ+tB21C7OeP7IxKG8/bhcouuZNjbFDZyJQ5k22n4azDIzjw4QSUtzpfGXmSgRE52h14OTxhbZVtCXSWkL9kZeB3qk1wXp/aSkIRzsofdP1/kERSCGSWFjXrPtnH6OdPT6gmhubUN+59NIyxwWmcCdhh0COhJjqwSd/iySuhZLAylIUT1XDoEcANZBTqJFcaxIU4sX4CQz3KgBEjOhhgswcsoaN4x9bc9ywO5k7KUT59Ld1xNEcJ8CS2mVMCRXJ6S0LxD9kC9mgS0GPsJJTrnjio0nVX8jHJ9rWd3X62f3K5XaJue0xri1ic3Jo8apjbtMvaaNCQTpbFzDAmH9jl0wGSizzAABA0mR/uLjc80KuPPu8Pct6MtNR+NMMsqaDaS6EI7qpzyVTcyCOtInGnjYGhxOmho3jY3ryMbADmtaQL9m63YYAOLW7dCObLEMCniTigZ6qe1daexyONDLc2OjnN/ovsI0Nq4bW4ADONx+wV6Eg72wpaQjHOxBONBDwQ5bl5MWSU9j6nSCnNd9TF0Ppx+cgJ3zt5ExjjOvIWfCdiIiCSXO3TKBpclGGjAMchiJQQ67ziLIEU4EqmeOnGRMVYtHFKe/AY6amhu1cKMVbIyGmlggwwWYZJdYkbyYYsGQUhASgww18BMLfKSiPTxTA5XQIzU2Fxyk9hkLWGCzwZ7mlJyEVAnwMLUzzHJknYu1pKa2Ewceh8g2YsAT8okBklO0dgeIhiauM5sY7DDLTOSEZzYgYkCgBHYAcQtqLuxQfajJRYUmBVKww+7XF4nucB3Z1MAOQEVnAOlJRXXBDiANO8FeZbADiEAM5GGH+sCo/wcdAnR+QT1LZYxD2LshUq9DRCQjAjoxFO76ERiYIuuwpmiuHCiAHKafAHJC23+WhJzQ778kDOTosY82CnLkXNXiHcUxsw4nnoBjdPSGCzdqwQZQBidiYKMFauSAJl4woyS6IiUzUtAYyQGRXFRIyTEJYUPMBEEp+ERvJx/tUQo9ctbSSqI8Qnj65MtVeOTZJ/D9xh/w8DOP4ZpLr+Stp7ZRBjxCswBum3AOHmq7aOChlqO34UZmuDUxXEDSG93hu7ipi+7Yo6I2yiyomXQ27nZKYAfgpM3JAJEa2IkyKVAJOwBiww4XaBTADoBo2An28GGHgRtJ2EkHsBcIcf4mOzdFfjj2bmTMrImIJEVAJ5YGjwEGuQyfKwcQgZycwxMecsy0j06Eehwjozhq09QSFXCMit4YFbnRErUxAmykoMZooNn53S7RducBLgya4UawJwi73S65fcoAdTUsXAX3qbOOFh9f/W1FDoK0AJBR4KMk2qMUetSmtsVKayuZVoKTjjlB9D0woGAm8HDrd7jubNRyZJt4RXf0prLFsqBmQEcslU0OdoBoR7Z4ww4T1TESdqioTpp62KG+kBHYsdO1Q92bI2lrnZuALGItTaRMBHTUSMpGOsZcOWITgiqFHEZWQo7Rc+SocVZLtHocq6M4WtLUjAQcI9LTlKammQk3esFGDGr0Ao0UwAiVM0F8HHuWHQ6XHSnpTlPm0QH0QRJAgZLR9TpiECQVAZLar1bwsQp6xNq5UR7u3Dxq0tqEwEOtT4m5rRLgUZrOZnZ0hzvJqDC6w2wnlcoWjkp5U1a3owV2AIimqfUL2AEikRy1sANEww49xw6b3sbU6HRupACHhZ3ID8cJrT4b9c/qMYkAENBRplg20oDqCUEBZZBjG3q4KOQwSlTI0WIfbRTkGA04gDzkmBHF0QI4gPw8OAzgmJWepiR6YyXcKAUbo6FGDmikIKa/SAkoxYIhJRCkFH60gk8s6GG2ifSXhp5gr/y+Y9bgIHaUR43xQF9PUHOER239DrUcDTzcZb3RHXaSUQ3RHaZuR20qm1KTAi7sAJCEmaSBHSAaaBjY4aatcWp7hLBDf3l5E4ryzAkAPuz4qTmVMOgQoIu+VnMjO0REMURAJ5a8P1E1OkAkZQ3Gz5UDqIMc27BDZSGHUSJAjhZntURLVYtHFEdLmprRERwzACfecGMU2EgBjWkwE6amEgzTEwoGDEgzUyqnzkgPV3IwJAdBsQBICD96wUduPTWeVPSGPwYvysOBHiXAIxzHKOBRktKmxKEtVv2O0nQ2o6M7ZqWyqTUp0OrIltCwIwY0crDDmhPQsCN0YhODHU69TjgMoM8PIEz9yNy5gXrW4rqvERHJiIBOLGUcDgxMVW4jDUQ7rCH2hKBGQ07wt80EcmAe5ChxVDMqTU1rHY6ZgGNk9EYN3MQLbMSgxkig+eO72HbT9jQ7Bv55EPZm7IU9xa56Phk90gJVWuBICoKkAEgOfowCHzXRnljpbUpS25TU8lgFPGLbqanf0ZLOpia6o9aogNmOCztMm1F1O0Y4siUl7ADS6ziwAyAadqgvmijs7As6gFAQKR2NQDb1XEKlsI3llxMQEUmIgI4SGWwjDSDKRhpA1Fw5gDjkMEo2yDHaWU0Ocqw2HFASxdFjNpCsgKM0emM23KgBGzOgRgnIKBnD5wmgM6sTocwQBgQGwG53wGaF75Ardheugr0B+Pf4Zfs41YBaqsgYPdFjyE4EKngPfb1B3vaS23K2C/YG4d/LAZS0FMm+fYK+jjQHvy/99vt8kX6O1BTRPiFfEKD72Ll96Jchf0B8Hwq39++hHjbt3GN0AqHeILCHgZoU/pj0PoX7C/kC7Das7XQK0OcLsMfAHiPTnz02J+CIvCfsDcCR6pTpS333Q3v3RdoAIMWGsC8A7A1Gjs9ho/a5Lwi7ywnY6W0DdJsz0hbeR+3P5nQCNjvCAT8QDMLmovdvtyHsD0TabHaA7eMCaLOQMH1cVB8bwgF6m6j9unjL9hjrbU4XADvCQc6yzUEfwz7A6QRgBwIBILCPGg8OhPfupbd1UNsG9sGW4qJObtAHBPZSkBTsAwJ7YUtJBZCCcNBH78fFrgO9Dn2+yHKwN3pdOBjZv5/aZzjYC/j30JbYTmAfs40T6OsFQkGEw07s27cPO9s7kRlsgyPsR7h9E2w544CuDRHYISKKIQI6SiXlsKbFRlrhhKBSkNO37Zf9AnLiUY8TryiOEWlqyQA4ZsGNVrAxMv1MDmaMiv70fNuLvvY+BKYE4BjkgM1uA2zJWXQa+qNPcp3DJe0qJ6e+P0Ka9yU8HrvLIdGT7u9X3p/b1yHXLxDpZ3dGHzd/vfh+mD5ixxPmbG8TbB+W2XcoEJRcFw72ye4vuj1I74f/+BEK0u0pkf7MvoX7Edt3mN7elpIS1WYXaeNvS+9PZGymTXb/9HuR6yO1n3CfYBt6PQTLkf4U6Nkc4ttHHQO9Ho4UgN4WjJkJs5wiWHaksNtFxqHHTXFK78fhjFhBM5Ma9wVi9BPZXygA2FOAcB8yO7/EcNcO6rmra2M07BARxRABnVjq/AkYMQmAhPkAoM5GWiHkMOqPkJOopgNqDQf0RHH0pKlpNRowA3DUwg2gHHCsghsjocZss4E/vtsFfAfgLcA+wI6UwQ5YPZFEzmFZpu7f+3OH5LpslWN7/xe9r+zDY++j+5d23rL70GzZ/l2/8L9TWTL9uzl93X/KEe+zOdInU6LPns3UdzDjkCGi63c3UX9LmSLrd2+O/J0Jt9/XFFk36OChvHV76XWDD+K37/NE/sYH0euYr+XeZmrdwMJhvPaeZuraM7BoOADADqCnJXL9G1g4nH3d00y1DyiKtPW2UNsP4PTrbf2drmAD0vIPZNt9bfQ1O5+6pvS2Ra6/6XlUP98Wqi0tj7PdFmq7tNzItdG/lb535FFtvq38PgF6vWs0Z5vffqPbqGt6cBt1r3GNGkUt/0bdo5wj6eXtguXft9DL1D2k73fqXpgygloO/UEvH5hLb89f3/dHC7X98Dz2teOAfGrbndT92TE8L2o5tIt+PYzuy1kOt1P3fftQal243QPbUPqHzA7qGcI2pADhTvp1Dr3O+yts2dSzQdhLTWVhyy4EuujXWYVA969AOAyneyQcKUHqeSvncBZ2AFA/PnclSY1OH/3P6jGJAAC2cDgcjt1t/1N3dzcyMzPRWX8pMgamKjIf0GMjLTZXjhjkAFTKmhjkABTYqJknJ5kgR209DrMMRCBHKeAAyiEnlqOaFWlqiQ448YQbvWAjBjXG1ucos50GgCETh8buZLJ2yUySKqZhk8QfxNWqXcQynNq/8nMi3MdQhcfWuSGyXU6Mz4D7tzVE5nvC7ZczfrhoH++mSJ/s8eL74kZys8ZF76frx230uui/ra5NkQd+t2D9nh8j64TXgN30uswxB/K3oa+FGRLtgw/jX2v20tfewYfxr3l7f6HbOdfCfXTbIEFftv3QUZE2+to/gHPt7aV/KBt4SKQf8+MZ99rf6+G39Ta1AADSD4r0Ye5rzH2lt5nuUxS5r/jpPml0m4++N6YW5gOI3FuZ+1qglbr3uuh7Y3DLr/Qyde9k7s3MMrOeubf2/UYv0/dm5r6fQi8zzwzOUQehbxu9jr7v9/3+c9RyykjqNfNDLPPDaGj7/9jX4T+o5xX7gZFl5ofY8E7q2ch+wJ/Y5x/bcDr1vv1H9vmHebayDTsM6KBfDzks4qg25PBI5IYxb+rayD5b2Y9+hH1e6+rqQkZGBhJFzHF1NF6MjMEq83/1jr3bj+ziFxPunMRDBHQkxAWdwb3UBcQIhzUCOdGQY1Q9DhANOUZHcYTt8YrimA04ZqenqUlNUws3esDGDKiJBTKJAC9mKRYU6YUgMfgxG3ziAT1WAY8QdoAI8EjBDmAO8IjBDiAOPAR2lMOOc9RB9GvjYYd9HQt26OcoLuzYhlGvFcEOHdWx5YwhoCM1NgEdVgR0JMR+Qd88ERkDUqTrcmKYD+hxWFMLOQB1YVMCOQCVshYvyEkk0wEtqWpWRXGMqsMxG3CMjt5YBTdGgo0c0PRnmNEjORDSAkF6wMdM6OH+/QHS0GNElEcOeLo4cKIGePREdwA+8JgV3TEbdoBo4BHCDkABD4EdPuwwzytqYMc2hH4dA3YcM+oJ6IiNTUCHFQEdCfFA58CJVKOY+YAgZc1MyGGWCeRQfeINOUoMB2JFcYxIU7MCcIyK3sQbbowAGymgMRNm/mhUnt5mlYYVG5OSJiYpADICfswAHy7wAMqhJxGBJ57pbHs5jpexojsM2ADGAI/RsANEojvJCjvsaxHYYZ5bjIIdXgobEA07Q+i0tc6NvBQ2AjoSYxPQYUVAR0LsF/RflyFjYKqiuhwtDmtq58rpr5BjhumA1alqZkdx1KSpJSvgqIEbK8DGbKhRAzBDJiROVGjXD8rrdIwEIjEAUgM/WiM+ZkCP1cAjl85GrVcPPErT2YyI7uzlgI2V0R0CO+pgh1uvA1DPL9wUNoB6NuLW6wAisMNNYQMkYcdx/MMEdMTGJqDDioCOhHig00tdUFSbD+iwkZabEFQMcpjlZIIco5zV+ksUR0uamlwdjlqTASPqb5TW3lgJN3rBRg/UxAKZRIIXsxQLivSAkNHgYyb0mB3lMRt4kiG6E0/YAah7YLLADtecABCHnSjw4cAON4UN0A87Ws0JkgF0OtfOR8Ygi0Fnjx9ZR7yQcOckHiKgIyEWdF49marRUWA+EMthzYi5cvRCDkBdyAjk6IOcWIYDZkVxlKSp6XFRiwU4eqI3alLTrIIbIdhohRo5oNkfYEar5CBIKwDpgR+14MPtH6umRwn0JArwaKnfiUd0J1YqG6+NBh6ueQ0DPFaaFMSCHYC6H3PTtgOtTUkDO0Y5sSk1J3DM+g8BHbGxCeiwIqAjIR7ojJxINQrNB0x0WNM6V44SyAGoi2MyQY6R9ThmpKrFM4ojl6amB3CMSk9TGr1RU3MTT7CRghozgWb7uvbYneKgAyaLz/GiV1IApAV+hOATb+hJBODR6tCmJ53NiOiO1als/Rl2xGynqeUI7IiZEwAU7IiZEzDLmmBHozkBAR2JsQnosCKgIyEWdD66nKrRMcB8wAgb6f4KOWaYDlidqmZ2FEdNmlqyAk4sYOECjrJIj75UNDGoMRJolALMUBML/7Vqp4r6IqOASAyA1MKPFvBRAz1KU9vU1vJYDTxGprMZEd2JVyobgR11sGO1OYHjhAcJ6IiNTUCHFQEdCfFAp4ep0VFnPmCWjbTcXDnJBDlGOatZmaqmxHBAal4cq9PU4gE4iQg38QSbWCCTiABjtGIBkV4IEsKPGvCxEnrMjvIoBR6tDm1GprMpie5wIUhpdMfsuh0ljmzJAjtyE4pSy5sttZ1WZU7AieoQ0JEYm4AOKwI6EmJB5+USukZHQV2OBoc1tTbSeiEHoOpyCOTogxyjU9WMTFOTAxxAHnJiAY6e6I3W1DQz4UYINlqhRg5o9geY0So5CNIKQHqiPmrBhwsyRqS2JQrwaElnMyq6ozeVLdYEo/F2ZIsFOwAFPFKwY4RBgZwTG6APdqw2J3DM+RcBHbGxCeiwSlrQ8Xq9WL58OWpra1FfX89b19DQgOrqakyfPh2FhYWor6/HlClTUFpaqnj/PNAZOQGAeeYDRtpIK4EcgLpwJhPkGGk6oHcCUDWpalZEcfQ4qVkNOEbW3XDhxkqwkYIaM4Fm+9rEq9E54Ahz6nMAaQDSAj9aIz5mQU8iAI9WwwI96WxGRHesSGUjsBOBHSttp7WaEyQF6HwbJ9A5koAOkKSg09jYiLVr18Lr9eLNN9/EunXreOvr6uqwaNEieL1eFBYWoqKiAmVlZarGYEHn/SuQMTBVUV2OFvMBtTbS/RVyzHBWszpVzewojpo0tWQFHKPhRm8qmtlQoxRgzJycU6vUzAFkFBSJAZBa+NECPmqgR2lqm9q0Nr3AY0b9jlKzAiOiO/FKZSOwow52rDYncJz8AAEdsbEJ6LBKStBhVFdXh8rKSlHQKSkpgdvt1rxvLugM7qEe/s0yHzDSRjqZIMco+2grU9XURHEAPuRYnaampQ5HL+AkItzoBRu9UCMHM4kIMEYrFhDpgSC94KMXehIpymME8FiVzqYkumNGKpveuh0l9tNmwo6R8+zonVDUaNtpVeYEnKgOAR2JsQnosCKgQ8vn88Hn87HL3d3dGD16NNpfmI6MAU5FdTlGmw9YMSEogRxtkGO04YDZaWpGAY5V0Rur4MZIsJECmv0BZrRKDoK0ApAQfrSCj5HQY2SUJ9GAx+jojt5UtkRwZDMSdsyYVFTJHDuANtix2pwg5ayPCOiIjU1Ah1W/BZ2Ojg5kZ2ejo6MDTU1NqKqqkt3XHXfcgTvvvDOqvf2F6cgYNRGA+rocoyGHWSaQkxiQoyRVTWpeHCOjOIkOOFrgBogNOFrgxgiwiRfQ/J5AdToHmlifA0gDkBb40Qo+aqBHa2qbFcBjZP2OnnQ2JdEdLalseicY1WtSoMV+OllgR63ttB4nNjXmBNwUNgI6EmMT0GHVL0HH46EuAoWF1B9yTU0N6uvrUVtbK7kvyYjOu1dSNToK6nKMNh/QOldOf4UcI00HjKzHsSqKozVNTQ5wpNbHC3CsgBsjwMZIqFEKMMOLzYULNdrRqBy6jIIiI+DHauixEni0zMOjF3jMgB0gsVLZ+iPs6J1jxwonNqX1OiklSwnoiI1NQIdVvwQdobxeL7KystDZ2ak4nY35gra/eyUG76UuKEbU5RjhsGb0XDnxhhwz7KOtrsdRAjlSjmpmRXH0AA61XlsNjhLAURO9UQs3esDGDKiJBTKJBDBGKxYQ6YUgMfgxG3yMhh4rgMeMdDarojuJkMrWn2DHqAlF42lOwE1hSwbQ8X65MC6g4z7muYQ7J/FQvwSdurq6KCtpm82GdevWobi4WNG+haCjtS5Hj/mAVoe1/QlyEjVVLR5RHLk0NSsBx4jojVVwYyTYyAFNf4YZrZKDIK0ApAd81EKPGiMDM6I8VgJPMkR3COwYCztWOrHpqddxnvcBAR2xsQnosOp3oMNEb5qamtjUNT0RnV3L/oLM0RMBGFOXY4TDmtGQQy03E8ixMFVNTxRHa5qaGYBjdHoa90HVKrjRAjZSUGMF0Gxb22H6GFIacUS26WNIAZAW+BGCjxXQY3WUx2jgUZLOZlZ0xwzYAaKBx4q5dhINdoyynbbCnEBNvQ4BHYmxCeiwSmrQqampQXV1dVREp6Kigmc+sHTpUqxZs0a2RkcoNqLz1tVUjY7GuhyzHNaMtpEmkKMdcrQaDliVphYvwDEjeqMFbswCGyOhRg28xDM6pKY2x2goEhtbLfxoAR+zoMcK4DHCsEBLOptVqWzcuXWMiO4YPdcOgR1lsKOnXiflL/cR0BEbm4AOq6QEHY/Hg7q6Orz55ptobGzE4sWLMWXKFDZdzev1oqamhu3f3t4e03VNKC7oDN5Hz6OjoC7HSvMBoyEHoC62/QlyzLaONjtVzcw0tUQCHDXRG7PhxiyoiQUz/S29LRYU6QUhveBjNvRYCTyxani0Ao+R0Z0ujqMa97qUqHU7+zPsmO3EFsucQE29DgEdibEJ6LBKStCxQlGgY2BdjlLIAaTNB5TYSGuZEDQRIUetfXQ863FiGQ4kQhQnnoCjNXpjJtwYDTZSQNPfQEaP5CBIKwDpAR+90GNElMdK4NGazmZ1dCeR6naSGXaMsp2OlzmBXL2O8/z3COiIjU1AhxUBHQmxNTo1pyAj3WlJXY5ahzWjbaSZCxxAgQ6BHG2uavGM4uhJU7MKcIxMTTMKbrRASKIAzbY15tXsjJhifk0OV1IApAV+jAIfI6EnmYBHi1lBoqSyEdhJHtjRW69DQEdibAI6rAjoSIgFnbprkDEgNa51OVrNB/TMlcNADkCBjpWQo2Yi0HjV4+gxHGAAB+DfuLVEceTS1PQADhDbRc0swDEDbswCG6OhRgu0aJlEU6mkJkeVk9FwZBT8CPdjBvQYCTxABHrMAB65dLZ4RncI7BgHO/F2YjO9XgeA85TKxAedz+MEOscR0AEI6EhKDHSMrMsxwnzALBtpKcgBKNCRghyqrc10yIm36YAayIl3FKe/AI7VcGMW1CgBGTPBxWwpASMjQEgMftSAjxboUZveZkaURy/wqK3fSbTojll1O/0JdhjQAYyFHSPMCcyo1yGgIzE2AR1WBHQkxAWdwbubLavLMcN8QM9cOVKQA1AX7f0ZcqxKVdMSxdFTh2ME4JgRvTETbowGGzmgSWaQ0Ss5ENIDQEaCj9HQEw/g0ePQpsWsQOm8O7GMChKlbkeN/XQiw46aOXbMcGKLZU5gRL0OAR2JsQnosCKgIyHmC7rzqdOQke6Me11OIthIq4UcACzoxBNy4l2Pk+hRnFh1OFYDTrzgRivYSEHN/gw0aiUFQFrhRwg+VkFPMgCP3nQ2q6M78Uplsxp2eMsaYIcBHUA97JjhxGZ2vQ4T1XFd/A4BHbGxCeiwIqAjITais/xaZAxIBSCfsqalLkcMcgDpuhy9DmtGzpWTyJDTH1LVjI7i9DfA0QI3RoCN1VCz1USjASM1yiTTAjEA0gI/WsFHDfQYHeWJBTyxTAuMSGczMrpDYMd42EnnwA0Xdoy2nVZrTmBVvQ4AOE+7l4CO2NgEdFgR0JGQEHSEkANEp6wZVZdjhfmAWTbS8YKcZKnH0WM4oMZsQE+amtGAk8xwIwY2RkGNEohJhqiQkrocI0FIL/xYDT39EXjMju6YUbej16TAaNhh7qWxYIcBHYC6d6dznEm5sBMPJ7Z41usQ0IkxNgEdVgR0JMQFnUHdLQCsrcshkJNYkGNFqpqVURyzAMfs6I3ZcCMEG72gEQtmkgFkjJAcDOmFIOG+zYYeNUYGiQg8WtPZrI7uqJlgdH+FHbNtpxOpXocb1QEisJMUoLNqUXxA54RlCXdO4iECOhJivqB/PD6TrtGJnbKmpS5HrfmAWQ5rBHLoNoWQE8s62ijI0RLF0ZOmliiAYxXcGAk2UlCzv8CMFpkBQEaBj1roMSLKkyjAY0R0h3uN5AKPWals8bCfjgfsJJLtdCLU66QufIuAjtjYBHRYEdCREBd0MnMnAFBmJa2lLideDmvxghwg9mSgyQA5elLVpAwH4hXFsQpwjIzexBNuxKDGCqDZukb9vDZGa9QU89+nGABZDT5qoMfoKI8a4NFiWCCXzhbP6I7VdTuJCjvxnmNHqzmB0slE9dbrcKM6BHQkxiagw4qAjoRY17XXb6BrdKyvy7HSfGB/gxytzmpaICfeURwtaWqx5sFRAjhmRG+0wI0ZYGM01KgBmBFxjBBtUzGBqNFAZAT8aIEeteltSqM8VgBPokV3zKrbMcqkoL/DTqKaE8Sq15GznHadfjcBHbGxCeiwIqAjIS7oDOqmLhhKUtYSpS7HiLly+gPkmG06YFWqmpoojp40NSUTfcYyGTAbcKyAGzPAJhbMxBNgjFYsIDICgvSCj17oSSTg0ZPOZnR0h5uyxgUeI1LZrDQp6C+wo8Z2Wok5gVgKG6DOnMDIeh0COhJjE9BhRUBHQkLQUWMlbfR8OVaaD0jNlaMWcgAKdJINcswyHTAyVS3eaWpWAY7a6I0euDESbOSApj/BjB5JgZAeABKCS6JATyICj1HRHS3z7liZykZgR73tdLzrddSmsBHQkRibgA4rAjoSYr6gOx45gzIj0JGyFs+6HDPnymEgh1mOBTlA5GJtFuQkQj1OokVxlKapJSLgqI3eKAUUo8BGCmriDTRbNNTyjLag9kZORsOPVvBRCz1GR3nUAI+V6Wx6ojv7M+ywywLYGcC5j5kBO1aaE5g5v06sFLa0stqEB53OT8riAjpZJ9Uk3DmJhwjoSIg1I3j1hsiEoTpS1vTU5SSC+QCBHHDarYccM6I4eutwlACOFdEbK+FGDGzMghotsMJohAY42KbT6MAMUDIKfoyAHqujPFYBj9HRHbWpbEbX7ezPsKNnjh2z63XMSGEDgNRZiR/RIaATXxHQkZAQdMyykraqLsdIh7VYkANI20gnM+QYUY9jpOGAWVEcNUYDRgJOIsKNEGyMhJpYIKMFVuIlJZBkFAiJwY8e8DEDeqwEnniks5ltVJCssCM3z45S2GFAB6Dux2bOsWOmOYGWeh01ltMEdGKMTUCHFQEdCXFBZ1AX9fBvpZW0FeYDVs+Vs79AjtFRHEAacrRGcfSmqSUy4OiBG6PBRg5mkglk9EoOhPQCkBB8zIYeNaltiQg8Ws0KjIzuGJ3KlqywI6zXAfTBjtFObFbW66hJYQMisENAR2JsAjqsCOhISAg6SlLWtFhJx7suJ16QA1CgQyBHXaqakiiOnjS1RAEcq+DGyFQ0KajZn4BGraQASA/86AEfPdBjNfAkSjobgR1jYUeYwgbwYSfRzQmstpxOv+xNAjpiYxPQYUVAR0LMF3T7g7ORmTcOgLKUtVhW0mJ1OUB0ypqVkAPoc1jb3yDHiHocPalqRkZxjKzDsRpwjIIbLWATb6jZ8q2+ehqtGn2kNe9PDIC0wI9W6FFb06MlrS2ewGN0dMcoowIzYAeQnmsnWWDHSHMCIDbsJFMKGwEdibEJ6LAioCMh1nXt5QpkDEjVnLKWLHU5Ug5rBHK0Q44VhgNmRXGSBXCsghsxsDEaatTAy0iLgIOr31Qcn9FAZAb4aIEeq6M8sYDHinQ2LfPumBHdMcuRzQzYEZoTAIkFO2aYEyhNYQOiYUeN5bQwhS1tzp2JDzorypExMNXasff6kDWtOuHOSTxEQEdCYqCjNWUt2epypBzW1EIOQIGOEHKACPgkO+RYlapmRhRHb5qaEsCJZ/SGCzeJAjaxYCYeAGO0YgGRURAkhB+14GM29JgBPHrrd9SaFSRaKpucSUGywI5wjh3AXNhJpHodM1LYCOhIjE1AhxUBHQlxQWegt9WUlDWr6nLMdFiLNSFookGO2ESgWu2j4wU5co5qRqSp6anDMRNwrIYbvWAjBTX9AWa0Sg6C9ACQ3oiPWugxE3iUpLTFK53NrFS2RHBk60+wo6VeBzAedsy2nCagIzO2StDxer1Yvnw5AKCpqQkejwfLli2D2+1m+yxdupRd9nq9WLx4MW8fNTU18Hq9cLvdaGpqwpIlS3jbx0sEdCTEfEG3Vc1BRrrT0pS1RDUfUAs5gLTDmhByAAp0EgFyjDYdsDpVzeg0NTWAI9vHJMDRmpZmJNiIQc3+DDRqJQVAWuFHT7THLOgxCnj01u8kW3RHrm6nP8GOUbbTRpsTWFmvoyWFbeDfXyegIza2StApLy9HRUUFCgsL2WWPx4P6+noAFOQAYOGmoaEBtbW1qK6uZteXlZXxQGjRokWora01+q2pFgEdCXFBx13ANSNI7JS1RDQfMAJyAAp0jIAcuYlA4w05WlLV5GpxjIriWAE4VkRvjICbeEBNW5zMB+SUa/J7FoMfLeCjFXrUGhkkGvAYkc4mBTuA+uhOopkUGAU7zLIa2BHW6zBtWmEnWet11FhOS0V1COhIjK0SdKZPn47p06ezILN06VJUVlais7MTAJCVlYXm5mZehMZms4FBiOnTp7NQxN2nsC0eIqAjIdZ17cUbkTEgLS4pa/3BfCAZIEevfbRVqWpmRHGSDXDiATdmg41SiBmZYDbVvymYJNRoGBLCj17w0QI9iQo8ZkV3jExl299gR+jEBkjDjpX1OkBs2EmWFLb0ubcT0BEbmwadLVu28M5JamoqUlNjH8vcuXMBALW1tfB4PCgqKoIQF2w2G+rr61FSUoK5c+fC6/WitrYWbrcbHo8HVVVVbMQnniKgIyEu6Az0Uhccs1LW4l2XY5T5gNIJQYWQA0TqchIJcqx0VlMLOWZFcWKlqSUL4OiBG7PARg5oEg1ijFAsEDICgvSCj1roURPlMRJ49BoWmBnd0ZvKpsWkgMBOYpoTxCOFLSlAp/7S+IDO9Gei2m+//XbccccdstvW1dWhurqahZaGhgZMnz49CnSysrKwbNkylJaWwuv1YvLkyfB4PFi8eDGKiopQVlZm5FvSLAI6EhKCjpEpa2qtpK2sy5EyHzDKRjrRIccs+2gzUtXiFcWxCnDiCTd6wEYKaPojzGiVFATpgR890KMlvU1LlMds4FGazpYs0R0z7Kf3R9iJV72OFSlsBHQkxqZBR01EhzEkYAwFGFCRAp2ioiJUVFSw/WpqalBfX4+6ujqUlJSwoBRvEdCREPMF/e2+uchIc+pKWROrywGiozlm1uVYYT6gZ64cKcjhtsUTcqysx9GSqiYXxVFqNtAfAEcr3BgNNokCNS0K0uLyE8Q0wWj40Qo+aqHH6LQ2NcBjZXRHi1HB/gI7QnMCIAI7Vk0oqsecQG+9jlEpbEC05XSsiUQHXfUqAR2xsWnQ0XpOampqUFFRgebmZqxdu1YyolNVVYWysjJUVFRg+vTpKCkpgcfjYVPZmpqajHpLmkVAR0LMF/T355cgY0AagPinrMnNl6OmLkeL+YCZNtIEcrjt1kVxjExTsxpwtMCNEVEbq6FGCajIaZSC97hV5xhmgpIY/GgBHyOgxwzgMSrCowd4zE5lI7CjHHYS1ZzAiHodM1LYAGDA2bcR0BEbWwXoeL1eVFZW8uygmbqc2tpaFBcXy9boFBYWitbjTJ48GUuWLEFpaamh702tCOhISAg6VqasWVmXY7X5gNRcOYkGOfFwVosH5OiN4iQb4KiFG7PBRgnIKIGVeEkJJBkJQkaAjxbo0VPLo6SORwnw6E1nUxvd2cldJxHd0evKZpZJgZGws4cBG4Nhx2jbaaPrdeSiOgD1PKHHcjpWCpvSiUQJ6EiMrQJ0GhsbMXnyZDQ1NbH20kwbYzaQlZWFdevWseuBiOtaQ0MD6uvrUVVVxdtvTU0NsrOzCegkqrigM6CTuiCZ5bKmNmXNrLqcRIQcgAKd/gA5Rk4AanYUR0+amlrASXS4MQJs5IAmkUHGCEnBkBEAJAQfPdATzyiPkcBjVXTH7LqdZIMdqTl2AOWw0x/rdcxwYeNGdQjoSIytMnWtoqKCByoVFRVoaGjAunXrAEQmC2Xqcerq6lBfX89GcaZPnx5Vk1NeXk5c1xJZQtCJR8qaFfPlGGU+YOaEoIkCOWqc1axwVTMyihMrTS0ZAEcr3BgdtZGCmv4ONGolBkB64UcP+KiFnngAT6x0NrOjO1ansvUX2NEzx44RsNOfUtiE6WwZ1/4z4UGn41+XxQV0sk95WvE58Xq9qKmpYZebmppQVVXFA5elS5eyEZ01a9bwwIhJf8vJyYHb7YbX6+VNIBpPEdCREPMF3fKPs5CR5oqK5nBT1gB5AwKxlDWrrKTjaT5gFeQAYEHHaMgx01nNyFQ1OcMBo6I4/QlwjIraiEFNIgCN1tqeeBsTGAk/WqFHbWqb0cCjxrAg0aM7/QF2hPU6gDGwY7YTmxpzAr3z68QzhY2AjsTYKkGnP4uAjoSYL+i2Z2+OmBHIRHPMTFlLhLocvZADSJsPSEEOEKnLUQI5AHWj64+Qk+hRHKsBJ15wYzXYaAUWrU5lSicvFcosQDIKfIyAHiOjPIkAPMkEOwAFPIkMO0bYTqt1YjPSnCAZU9gAYOC5txDQERubgA4rAjoSEoKOEHKAaAMCLSlr8bKSjlddjpa5cgjkqIccq6I4RgKOGdEbvXBjNtjEAhkjJtU0W7HgyGgIEsKP2v1bAT1qgceKdDYjoztGp7IZ7ciWDLBjtBObWfU6cpbTiZDCRkBHYmwCOqwI6EiICzoDOkTMCDSmrAH6Xdb0WklbVZdj5ISg/QFyzEhVMyuKoydNTamLmlLA0Ru90Qs3RoCNHNAkA8zokRQIGQFARkJPfwEeq6I7ZtftJBLsSNlOA5F7jJYJRfeHeh0tKWxq5tYhoCMxNgEdVgR0JCQEnWRKWWMuONSyfMqaVF1OItlIJwrkqLGPtqIeRyvkmJWmFm/ASRS4kYKa/g40aiUGQHrhRw/4qIWeeABPrHQ2PdGdRExlizfsKJljB4gNO/F2YutPKWzCqA4BHYmxCeiwIqAjIeYL2nbXOdFmBCrnzLHKZS3R6nKsghwg2nwgHpCTqKlqRkVx+hvgcIFEK9gkOtQ0K6y5KUiQ4zUSfrRCj9rUNqOBR039jpXRHS2ubPsL7GiZY8dsJzYtKWyANtgxM4WNG9UBomEn84aXEh90Pro8PqBz2pMJd07iIQI6EmK+oL/V3IqMdI4ZgYKUNYCK5liZsmZ2XY4V5gNyDmv7O+TEI4qjJk3NasCJF9yIgY2ZUKMUVKSUe6T0vCyM2r7tiNlHTmZCklHgYwT0mAE8RhkWaAEeq1LZjDQpSFbY0erElij1OmalsHGjOoB8CpuYMQEADDr/JgI6YmMT0GFFQEdCQtBRYkCQKClraqykra7LIZCTWJCjN4qjBHAAecgxG3CMhhujwSYWzCiBlXhJCSQZCUJGgI8W6NGa1mYk8OhNZ1M77w53nVR0R2/dTjLAjpI5dgD1sKPViU0Kdoyu14l3CptSYwICOhJjE9BhRUBHQlzQGdBOPfybNWdOvFPWpObLSSSHNa0TgvZXyFGSqqbFUS1WFEdJmloiAI4euDELbKSAJpFBRq/kQMgIABKCjx7oMTPKIwc8iZDOpieVzai6nUSDHaMmFE00cwIz63WUprAZObcOAR2JsQnosCKgIyEh6KgxILAiZc0sK2mldTlazQf2d8gxsh4n0aI4RgOOldEbo+FGDGr6M9ColRgA6QUfPdBjdpTHaOAxM7qTSKlsyQA7WmynzTYnkJpfx+oUNqUTiWpNYSOgIzM2AR1WBHQkxHxBW28/jzIjsGDOHDNS1vRYSSea+YBWyAEo0IkX5GiN4gDWQI4RZgNK6nDMApx4ww2BGmNkJPwYBT3xBB4j0tnMSGUjsKMOdswyJzCyXseqFDYzjAncN75AQEdsbAI6rAjoSIj5gm59JmJGoNaAIFbKGkBFc6xKWbPKSjpWXU48bKSFQLPrhz9MgZx41OMYYThgZhQnkQDHCLiJF9g0r4keN14qUGnfrUVGgY9W6FEb5VEKPEpNC2IBT6x0tkRJZUs22LFijh2zzQn6YwqbVFQnKUDn/SviAzqnP5Fw5yQeIqAjISHoGGlAkAgpa1bV5RhpPrC/Qo6ZURzp9YkJOIkCN0aDjRKIyUugKFGrEhMCg2HICPAxAnqsBB4j09msSGUjsGOcOYGZltNAbNixMoVNjzHB4AuTIHWNgE5cRUBHQmKgo3XOnFgpawD1hx2vlDWj6nKUmg/odVjTOyGokZBjlelAPFLVjEhTSxTAUQs3ZoGNHNAkEsjolRwIGQVAQvDRAz3JAjxmRHfkJhndX2DHSttpq80JEimFTcvcOrGMCQjoSIxNQIcVAR0JcUEnvX2rKQYEyZCyprcuxyzzAQI54pCjx3DAyCiOUhc1owFHT/TGaLiRgpr+BDRqJQVAeuHHaugxE3iMSGezKrqj1ZEt3rAzRBCRNwt2rDInMCKFDTAOdqycW4eAjsTYBHRYEdCREPMFbb51Hm1GYE40R60BQbKmrCUC5Ajb2umbKBd0Eh1yEjWKozZNzUzAiRfciIHN/gw1SmUG/HDBRw30xBt4jEhnMyK6YwTsAPLRHSthJ0dwnTYKdqw0J1Bar5OIKWxmGhNk3/Q8AR2xsQnosCKgIyEu6GQVjgVgjAGB0jlz4pmylgjmA0oc1gjkcNZphByr09QSAXCMghsh2FgNNZ4YE40aqUKDJ0mNJTH40Qo+VkCPFuCxKp3NCtjhrtOTyhZP2ImnE5uVKWxAbMvpeKSwaTUmIKAjMTYBHVYEdCTEfEHbnrodGelpquyktRgQmJmyFg8raavMB5IBcqxyVrMacoysw1EDOPGCG6vARinAWAlWSswHAPOASDi+FujRmt6WCMCjN7pjZCpbosMO0xYLdsy0nU4UcwI1ltN6XdjiZUyQefGNCQ867e9eGRfQyZn1WMKdk3iIgI6ExEBHCnKA6GhOPA0I5FLWtFhJm1mXQyCHktH1OHpS1YyoxUlEwEk0uJEDmmRMeYsFQ0ZCkF7w0RLlMQN4jE5nS4ToTqLCjhVObGbU6yRrCpsZc+uIRXUI6EiMTUCHFQEdCXFBZ8BO6uFfrZ20HgOC/piypqUuR6uNNIGc+Edx4gU4eqI3ZoCNFNAkI8xolRQEGQE/VkNPvIFnf4EdgAKe/gw7RtfrJHIKm15jAm5UB4jADgEdibEJ6LAioCMhIeiYbUCQaClrVtXlGGU+YCbkUO3q5slJtnqcWFEcJWYDautwzASceMKNGNjsT1CjVGbAjx7oSSTgMSKdzchUNgI71pkTJHIKWyIYEwjtpnNuW0ZAR2xsAjqs7PE+gERX35Zm9jXzSwMQSVnjivkDBORT1rhiojkAolLWeP0E0RyuhClrvHUxUtYYMdEcrrgpawB4KWsAf74csWUl5gOM9DqsCbW/Qc7WNR26IWfElBxZyBl5ZI4uyGn5th0t37Zj1JE5spDD9AOoB75YkNP8bTsLOblHZiuGnOY17Szk5B2Zzf5TK8+37bx/3H1p3acehcNhBEMB9AT2IBTuAwDs8XnRvncb798+fzcAoC/Uh0CfD1b/5iV1noTnU+s+gchnrGRCVu53h/udku4f+W5yv7Ni4n7n5foxfz9t37ZHTW7K9qH3s0ViPfM3vEXkPY84IgcjjsjB1jXt7DWBK+bawZ1QmGk/4Igc9vrDFXOdYq5bwvbf1/LHYa6D2wXtzHWTMW/hirneMmKux0ykHYhct5nrOLdtJ6cfcx9g7gtUG3W/YH4k47YxYu47zH0I4GcaANxMhMj9LXPMCN79jnsfBDgZD4IfC4U/HjI/LkZ+bOT/GMlogMiy8H7PPA9wXVgBClzEfjwFqAwS5vkj8jwSeVbpEfxYyxXzo64zr5CT1RL9vMQV84MxEHnecow8iH0OY358JiKKJRLRkRAb0XniTmSkpwFIfgMCI1PWrK7LMXKuHDHIAagbZLJCjlg7tc7cVDUj09SsiOBwH3i1Aojw4dtskAmFQ2he04k9fbuwxf8D9oW86A3tRm9oN9LtGThm8EUIh8N4edci+MO96Av7EUYIAHBOzqPIShmJNa5nsXbLv3n7Pemg83Do7jPxm38j3u+8AwCQAhdSbKnISDkAc7IrAQCf734BCIeQah+MdHsmBjlycKDzUBz+f/yHJDMkjNBojfZw92NWlEdLhMfM6I4eowIjTQqSrWZHq+20EeYE/SWFzQxjAjG7aQDIXLCYRHTExiYRHVYEdCQkBB0j7aT1zJlj1MSgVqWsKa3LMdN8QGxCUKWQA/DrcuIBOWamqplpNmAG4OiFG0AbmJgJN6FwCJ5v22Gz2dHiW4ut/g3oCm7D7r6d2BvqQPHA2Zg0cDZ68n7BS9/ejAGuDAxwZmCAKwMHZhThzPHXAABWNb0JG+xwOVLhdKTC6UjDwUMnI905CDt2t2K3jw8NWenDkDNwJHb3dmDzrnUI9PnYfw67E1OL5gIAnv9mCbw9O7DX3429fi9C4T5ccdxT6Ns8DF/vfhUe31cYaB8Cd8qByHQciJGusRjqLESRCQ5sRoCPFugxA3iMSmczK5UtmWBnmMBhzUjYUeLEZka9Tn9KYTPTbjopQOetq+MDOnMeSbhzEg8R0JGQGOhoNSAAlEVzzHBZA2JPDKrVSloIOYC4lbTR5gN6HdYI5FgXxVFah2M24KgFEyPBJnP4Nowcsx6/bRqPrh0jsOqzT7Ar2IL2YAu8tiZ0+rdjwWE3oqigBO9tfBy//LEGB2QPQX6+HU7fIRiZegJGu/+EvlAQGcO2IX/8j9hK74s7xqgx66Pa5dZpaR9x2A/4aV0ugl2HIMXuxE87vsbWns/RY/8VrVt92OHdjhOKzsFBXTOwzb8Jq/c9gYKRgzGo91AM2DsWQ5wFmHj0oVHnRIv0Qk+iAY8RsAPIR3fUTjC6v8COleYEZtfrGOHCZpYxgVhUh1qWNiaIZTdNQEdibAI6rEiNjgKJ2UkD/BxS7mtGcgYEXHFzWoUpa1wJozlcCVPWGAlT1oBoK2lGTDSHXY5hJQ2ohxyuxOpygNgOa4A+G2muuPnckbbkhRxu7r1ayNnybTu2fNsuWYvDrRuQi+IogRymX6waHC31N2K1N0okrAvRW2PTG9yHxp/fQuugC1H7ahUuuGU+vNt/xGe+aqztWY5AxjbMnP07lp7ah5tevB+Zw7fhjLF/xz3n3oe1X/yI92euw+t1b2PsnwYDALIP/AOX3FmGUwNVuPi2BcgcTj8UDd+Gi29bENUut05r+4y+pbjqvuuQcyD1d/N/43Px4UcN+Gzez/j1u9/x2MXP4qSDzkXBkTmYeHIaLrigA1l2D37s/Rj/7lqK/3gfgHf7jzj/5oux+v0qDCy+CFvavtJ0fuVqe9Rur7SWR00dj9IaHqZ+R67PyCk5GDklR7J2h/s3K1a7w63bEdbuMHU7AKLqdpjaHG4NIHcdgKi6HTNrdpjrr1jNzh+C67vwxyuptqxxwxTX6whrQsXqdZgf6xhpqddh18eogxXWzQ48ZHTUfVyYms7+2Cl4LgAizw/M8wQ3c4RbqwOAV6/DPK8wzy9cMT/mpuYX8Gp1hGJ+HKZeRz9bcet4mOcxIiIlIqCjQdw/OCkDAkZyBgRiKWu8fgYZEDASpqwBsetyGDEpa4yYaA6jLuHyRj7UiNXlANHmA1wlio10IkIO8wDCb48AjhBymAccJYYDYuICTqxUNTmzAbMAh/ugqgZQjISbn7/5HU3ftuOHr37Bff+aj1v/NROv/fIEnqrpw45WwPG6H0ef14YrjnsSd5/yIZ5YMgfPTgzh6gCQu9KPUWPWAwBGjVkP1xs+YCXgesOnud3IfSltHz12A1IcLgDAkcd14NFD+tBwEPBHBfDS7X/D+cfehKPPa0PX8wG8/hVw3t+CePSHm3Dnx2ejpv52/PzNNjSpNCAQ+9y0Qg8A04FHSqMUQBHXrEB0fQzYiWVUAETDDiBvUgAkNuwIf8zKmTBM9Ecvq8wJgOgf/bj3y8GHj+DdTwcdOpJ3vx106Mio+3HU/fp/ArgRwA5XQmMCIezw+gpghyu1xgQAYhoTcJ+vGHF/bOYaRBERSYmATgwFtzbriuZQr6OjOb0iYKM0msOdMweQjuYAxrisGVGXA6ifFBSw1mEt0SGH+VU10VLVlLipCZ3U5KQFcABt0RvudmrhxhfswcrP6vHyigfwj48vxEed96DgyBwcflQRCkeMwZwJ1+LO0vux7ScXProBCM1LxdZN45GRlgO7zYGtm8bDf04qcDLgP4daB0BTu+8sF3Ay4DvLhc9fG43N3+7C5m934fPXRouuU9Ku55iE6wLnpqL3t2NxYEYhtm4aj6xFqWi5C2j+1oWyk6/EhNzjYcvw4aAjqRSdR/9zDZbV34l/rXoHG75S9zAjBT1qtgXMAx4l0R1AGoqURneYCK1QVsLO8OIcS2EHQBTsUG3RkXutTmzc+5AY7AD8H+2iMhbG8E15Bgnum4yEPx4Kf1zU6sIGREd1pFzYgOh6YK6ELmwA5zmG84zDjeowUhrVEZuyAyBRHSLlIjU6EmJyK1sevSviuqawNkfMgACIrs0RMyAAomtzjJ4zR4nLmlzKmpjLmhl1OUaYD5gFOQB4oGMF5Ii1U+u0p6oB5tfiaAGcWNJSf6O37iYcDuPnb7fBaUvD7/6f8H7nnQghCHfaMBw8dDIOHXYUxo04IWo7PfUzn782GrvaIjn/Q3J34OD/+wmbvz4sqv2Y87Zgy6Zx8ArGcA/fhtFjNkSti9X+pcKxj5jpN6w+CKDMGT7+qQabd67B793UA05OSh5Ocd+IwY6hmk0OuDU5Sut51NbxKK3hUVK/o8SsQI9RgdEmBbHm2jGiZkdsjh2Af90124nNzHodoQsbIF+vY4YLm1nGBGKTiALyxgSxJhEFgKxFN5AaHbGxSY0OKwI6EhKCjpLJQY2yk9ZrQCA1Z46YAYHZLmvClDWzJwU1CnIA6oZLICd2mpqUEhFw1MJNX6gPX375JVp8a9DiW4OclHxc+udK9Ab2onHrf3Hw0CMwZOAo2Gw2VfvlavO30b9AM1IycWW8JRfFOPjIIZLrlGi3rwO/7mxEU/v3mD3uarSt7UK992E4bE7kp07B1GNOQmpKuqp9Wgk8Sg0L9JgVmOXKpseRjcBO7MlEjbacVuLCNogDQlwXtkQxJtBiN01AR2JsAjqsCOhIKBboGGknbeacOWKQw12Wc1mLh5W00XU5eubK2R8hR41ttFyaGqNYdTiRfrFT1BhZAThN37Zjq38D6r0PoTe8G4NTs3H48GMwfsSJOHjoZFX74koKapIBaLRICoL0ANB/f34BG7atwo49rXDAiVGucThu8EJMOuZw1ftSCz1mAI8V0R0jXNnUOrIlO+wocWIzen6deLuwaZ1bx0y76VhRnWQAnV111yBjgMWgs8+HIaUPJ9w5iYdIjY4CiUVzol9Hmw5wc1CF0RzAGgMCQB5yuBKmrAGxXV+iXGIUpKxFls2vy+Gqv0GOWtMBbs6+HORIGQ4orcUBIGs2oMZoQG0NDrcIXU3tTSgcwmeff4YXGu7D6yufQsGROTjur0Nx+rQxuPH0O3Hz9FrMmXAdDh46GZnDt2HMyf/muZsBiGpn6mQ6t2/CkPw6dG7fhIIjc3j/Js304fQb18It2Jd7+DaMO/k/utuN3JeWsZn3N2mmj33PAHjnhAt/Ss7tn/80H9ed9CIWn/wKTjn8EqTl9OKM6zbDu/1HvPfpK/jv6g8R6PNHHYuY1NbyaKnhAeTrd5SYFSit3QHEjQrUuLJFrZNxZKPaO6K2OeCInKiaHQCG1exw63WA6PRiIBKh59bsMNd/bs2OmBMbYG29DiNhvQ77I6LgR0axqR0AbS5sjAYcnBv1/KDUmECsVoeRmDEBt1aHEde4iXmeEpurkGknIlIqAjoxFNzSEtUm9Qdnpp20nAGBsIBQyoAAiL64me2yxkiplbSSuhw95gNciRatihS3ikEOI6shh7GP1hPFiQU5YlISxVGSqmY24Cjtz2j9V5vx6orHcNfHZ+O9ztvwW/g7DBvtRubwbbi66jq8+eevcecT9yLrAPr7K2O/fNEt83FqoAoX3TIfnds3AaAe9O946zrMH/0k7njrOh4MuIdvw8LbFmJGoAoLb1vIrjOq3YoxtIwtPCeTZvpYIGTOoRLL6yEDR2LmMcdh/TdNmJvyCG6puwZ/DPoK/+16ELf/azaerb8bn3/+OZQkLZgJPELDAul+yswKAG2wA8R2ZQOSA3YAiMKOmBObUFK201rMCQCIwg4jqyyn1bqwMRpwyOio5wQjjAn02E1zjZwYSf3AzDWIIiKSUtKCjtfrRU1NDaZPny66funSpaipqUFNTQ2WLl2qayyplDVGYtEcrrTYSUvNmSOWssauUzlnjpTLGiOj6nIYKanLEUosZS26j3nmA1KQs31te1wgB7C2HkfJvDhaojhSsgJwgqEAGr/ciKZv29Eb2o3/BeoxZvTRuOyYR3Fjyes46eDzFNspO9O/xOZvd8GZ/iVSl/uBlUDqcj+OOW8LCo7MwegxG/j2y2M2sMchtU5tuzP9y+hjWrMLm9fsklyntF3rMandpuDIHBxz3hb2HArPrRL77NQ3/Xho8Uxcf9JLmHpwKf6w/4R3O2/F91//hKZv27H5G/HrB1dWAI8SdzYgdnRHCoiUuLIByQ07Yk5sgDTsKLGdBpQ7sQmXhbBjtOU0YKwLm/B5QM3cOlwZYTfNlVRUhxGJ6hBpUVKCTmNjI5YvXw6v14uOjuiLKAM2ZWVlKCsrQ3FxMcrLyzWN5RgZbYHISE00R62dNK+fSXPmMBKL5uhJWQOUWUkzMsp8gBGBHM66GKlqbd+2y6aqAdLz4pgRxQHMA5zGLzfilRWP4I6PS9HgewD5U7JxxLHFuHX6W5gz/loU5IyH3UZdEqVsk4W2zL09R6PgyBz09hzN679l0zgAwJZN40Tb5dZx231nufDZ66Owec0ufPb6KN7YTPvmbw7j7cfXczSKpuSgaEoOfILjYtYpbY81Nrddy/uTa2fO7eavD+ONLWVhzXxOwwbl4s9/mo/FJ7+Cvx//DCYcfTjypmRheft1qKm/XVGUh5v2aAbwAMrS2cyK7pgBO8zEokJZDTuANttp5h4hBjtCyc2vw0gIO2aksLH9Y6SwAdH3fTVz6/DWabSb5sqoqA6BHSIlSmozgrq6OlRWVmLdunW89qysLDQ3N8PtdrNtNptNUQoDI6aIrPnhe5CRniYazRE6rcXbTlqLAYHVLmt6rKTVmg9YNVdOskIOoN9wQCngyIkLOLGkxWBgw1dNWNn9BLb4v0e6czAmj/ozjsw7DQcMlv91UcriedJMnya7ZinrZ2f6l9j8zWHYyRljaO4OHHzUT/D1HG3IGEYcr1R7944fcfBRP0W9BwCYMsNv+NjffRAp6j34yCGyVtWMAn1+fN78Fr5p/RAd+7YhOyUX4wechlOOnwOH3SG6jVCMEYEa04JYhgVqzApiGRWYZUGtxX7aTIMCMXMCADyDgkQ0JzDKclrKhU2JMQEg7sKm1pjALLtprgMbIG9MwLzOLr+OmBGIjU3MCFj1O9DxeDwoKiqKghqbzYb6+nqUlJSI7svn88Hn87HL3d3dGD16tCToSDmtCaM5qfkFcbGTNmLOHCNS1sSiOXJW0kbX5egxH9gfIYf767DZkKPGSU0t4AT6fPj8y8+RmzoRoXAfVtsewbgDp2LCiJPgdMS+4Qjd0YxyRdu8JvpX5SIF7l3JqiaRqMDBU/RZTnPFjYgocXILhUP4dVcjvmh+G7v2bMWcgQ/CZrPDF9qLw/8vOm1HKK0ubXLAo2TuHTXObGLrzZhvxyjYYaAm0WAnESynjXBhUzO3DgM6gLq5ddTaTXMd2IBou2kp0AEo1zWuA1tSgM7ya+MDOmc9lHDnJB5KytQ1OXk84sVpbrcbXq9XcrvKykpkZmay/0aPjjz8K6nN4eaWMuI6i4jV5sQyIBBKqjYHMMeAALA+ZQ0wti6HK7UOa7y2BIQcOWc1LaYDSlPVlNTiGJWmpjZFbeuWr7Dq9xtw13/n4F9dlRgywYaio4bh6plX4KKLgCEjoj9bxtGLcQBjIIfrGMaVUvcxpk7Gu2MThubXwbtjE5tSxvybPMNnuvNZPF3XJs/wYVbFWkye4WPfs/CccOFP7Rhc5zrh5yfm4Ga32TFl7Ag8cONU3Db3ThQeNRQDDtuDl3Zegpe/WoKeQdVRjm9caanhAeTT2ZSYFSh1ZpNab0bdjlQaGwBVaWzMdVJpGhsg7sQmFHNd56axKTUnAJTV64ilsAmdQpXU67DLY/g/GkqlsDFSksJmhTGBklodbgqbWK0ON9U/kh1TFLNWh4golvod6EgpOztbtJ6H0ZIlS9DV1cX+27Jli2Rfsdoc6rW62hzAGjtpRnIGBFIpa4y0uqxFlpVZSZs9KShXSh3WpGykgfhCTlS7QfU4YjIyitO8pt1wwPn1m12o+/YePP3jTfhk/VosuKAXd829H4NTsyVduwDwnL5ur72WtUGeNNOn2n1swS0LMCNQhQW3LIB3B+W6NnmGD3fXXY9LRj+Fu+uuj3IlW3TbJTg9sBSLbruEty8j2q0YQ8vYwnMyNHcHCz/MOdTi7MY4uAk/VykHt7K7LkPm8G3ISMvBGUeWotP1NW59/Q2813I+fmr6t+z3TQ3wCOt3pKS0dgfQBjuA8XU78YAdI2ynrarXUWo5LXRh40rMhY17Px506EhJY4LIsrXGBErspgF+rQ4jbq2OmKQc2IiIpLTfgI4c5ABAamoqMjIyeP8AINDWknDRHC120rEMCADlc+ZocVkDlNXlCCWWsiaUmeYDcnPlWA053DlyhIpnPY6SKI7QTU1OagBn/Veb8fM3v8Nms2HkmD24+URgy/HAE4f1YdLR1HdKzEGN+eX/4P/7ieeWptZljOtWxt3PseduQdEUa1zXoo/pK/yyph2/rGmHM/0r0XVK261wXWPO1bHniriurdmlegwpBzep70K6cxAWnpuLpr8DL40Dfv4+jGbHx2j6th2/fiM+wSsjLcBjVHRHyqhAiSsbkHyww5Ve22lA+fw6QtixwnIa0O7ClijGBFyRqA5RPNXvQKewUPzXAK/XK7lOTs5R/D9GJdEcsclBGWmJ5hhhJw1Ep6wJozmMujf9zrtYdm363ZSUNaG01uUIZaTDGiA9Vw5XVkAOYK3pgNJUNUBZLY7SKI5SwHmp4X68uuty7Bz+DQqOzMGfC69ExbOpcP+F75TGdebyneXC569R33stbmlbNo3jOYBt/uYwUbcyo1zX/OekYvXro/HLmnasfp3v+CbW7j8nFT29R6PwyBwUHpmDnl7+cTHrlLRLjcFtN+L9SbUzTnBCxzctY2z++jBs/nYXzzVP+B0Jz0vFhRcA33/rwhmTrkLBkTnY0PMxnvjvDfj6izWy30ch8MTqCyiP7kj30ZfKBsQXdgCogh0jndjMmExUuGxEChsjI+fWEYvqCGVVVMdVUKArqkNgh0iJ+p0ZAUC5rq1bt44HNppd1x78BwbTZgSAPqc1oZ20lNOaXgMCgAKdeBgQaHVZMyplzWjzASU20skIOUZEcRjJRXEYxQIcJf0A4Mev2/Dd3nexft9HcDldmFp4Fo4pmI105yAAEHXg2vztLgzJ3YGD/+8n9ApczABlTl9rPnSx7ZNnGOu6NnrMBqx+fXSU69ohR/2EX745DIMPOJzXP+/wDWj9MXoMsXYt26hp93zbzjtW7ns4ZEqO4Y5vXwjO08FThqje1+7tP+Lg//sJm78+DFkHjGHbxb47G3//DB//VINde7eiKPUYHDXoXBQfMxaxpNShTY1ZQSyjAqNNCow0KNjOtmeLtqsxKBAzJwD411O95gRKXNiAiDmBES5sQmMCQN6FzSpjAuY5hGtMwDUlABDTmMBMB7acy64lZgRiYxMzAlZJDTo1NTWorq6OAp2lS5fC7XajrKwMAAVE9fX1qK6uVrxvMdBR4rQmjObodVrTaifNhZ5YdtLcX4NiRXO6Nm7n/brk3bBdtctavK2kzXBY2x8hR2kUR07cNLVYavq2HU29X+KTPU9hauFcTC06iwUcMXGd07S4pnGL5I10RvtF4pd8JS5eySKpqMYhBp5HoaObWjc3pY5tfaE+NG79L/778wvY3duBM7MrMdRZiCKFEAPIf7YEdpTDjlonNi7oABTsCH+82vX9Tkstp812YcsQ2E8bbTcdy4ENkLabFnNgA6JhR40DWzKAzs7Xb4gL6Aw99/6EOyfxUFKmrnk8HixduhTV1dVobGxERUUF6urq2PWLFy+G1+tFXV0d6urqsGbNGlWQI5Sa2hyu5KI5XMlFc3j9TDIgYKTEgEAt5HAlTFmL13w5XBnhsEYgh7NeYS2O0jS1wcO24pfee/HmN3eg4MgcTDt+Bm6c9irOOuGvOOIvn0c5ZGUO34Yh+XXo3E6ZARQcmYOCI3MUu5IxTmmb1+ziOYZJ9VfS3rnjRwzNfwudO35kIYdJLSue6cPsirUoFnF2m3CS+Bhq2o3cl5p2sfdXeGQOWzvEPSdKzqFYO9e57pi5n6p2cGOMJwAKiju3b4pyaQOA7AN34OKLbbjnnKWYM+FaTDnmCADAv1e/h9RsDw4X2QZQns6mtHYHkDYqUFK3A8R2ZItaZ2Aa2wFse4dou1Qam1ibUic2o+t1hJJLYWP7WJzCJmVMELnvi6ewAdK1OgMOzjVkElGxWh0xqanVISKKpaQEncLCQixevBjr1q1DOBxGVVUVSktLeX0WL16M0tJSlJaWoqqqSveYemtzuBKrzTHDTlqPAYFUyhojI1zWAO1W0kKZbT4ASDus8dqSFHJi1eNwH7BipaopqcVh+slp/eb38dRXF6Kmvh4jJ3+GgUPaYLPZMCq3V9RFjXHamj/6SZ4DVyzXLq5b2tDcHezDs1b3sUtuWchCTeeOH3Fv3fUoG/0U7q27nn3gZ7a57NZLMCuwFJfdyt+XEe1WjKF2bAZ+mHPyj+XX8c7VJbcs1OTsxji4TZ7hU+3gxrjs3V57LU4NVOGiW+ZLuLRdipIpE2Gz2ZA1rg+f7nkS93y0ENu/rMIFnG2EUmNWAEjX7ig1KgDEgUaJI5uY/TRjVR8v2NHjxAYYW6+j1XKakRIXNmrZemMCJXbTjNIOylNcqyMno2p1iIjklJSgY6X8bS2R1yZGcwDj7aSB6F9tlBoQAOrmzAH0uazptZIWKl4Oa0B8IUeLfbSaKI4SyJGS0ijOr9/swvMN9+Ll/z2M1N1hfHEU8M5JIeSPp379FzpnOdO/jHJQU+IMJuWWJreNWLvQrSx1uR/HnbsFhUfm4Lhzt/D65x2+gX2feYdvEF1nVLsVY+gdW3iu+E5pX8l+FlLrxBzclLjHcb8HzHdKzKUNANzpw7DspoWYNgpYUAtMO9GP7Xs/kPxOq4nuALHn3QG0w44eR7Z4wA6g3XZazJxAbn4dMdgRSovltBIXNnaZrW/l178K59ZhZLQxgdhzBMCP6giVflAeieoQJawI6MRQyshC3fPmcBXPaI7w1xyz58xhpMRlTbis10paKLH5FMxwWIs35IjJKMgRXa8iVS1Wn1A4hF++2QGbzYa8vHzMO24hVn3mwjFz5F3UNn99mCoHtc9eH8WmOKl1S+O2M+5jAKJczFp/pPq3/jhOtF1unVx7L+0Y1nuWC5++MRK/rNmJT98YKdout05Pu5nvj9v+yzeHibrKaXFdYz7zz14fpah/b8/RACDp0gYA/t+Pxwvvp2JlGdCeYsNHn+yk6sgUgIxcdEfJvDt6YAfQ58hmBexwpdd2Wg52uBKbTBSIbTkNGJPCJpxbhyuxFDbufVk4tw4QfV8XprDx1v1PAm5iTCIq9nzC9rMgqkNgh0iJktqMwEwxRWRNSytpM4LILwqAvAlBPJzWhLm1sQwIAD7oKDUgiOWyRrXFNiAww2XN6JQ1oxzWrJgMVA5yzKzHAfQDDgB8/cW3WN29DJOKpmLaIRew7Wpd1KSctrw7NuHgo37C5m8OQ8bwiIuZ3DbCdqa+hnEZ6+mNHtsIR7Rf1uzE0NwdOPSo/+F/3xwa5cY29ZytaPtxHDp3RIqOs4b/jtzDN0S1y63T0p6W/pXoMTHHmjWc70hmpONbetpXrLMb19RAjeta0xrKJe7go35CoOcYXS5tQOT72bL+cHh3DIfTkYoPP30dqfZB+PPxM2Cz2SAlJc5seo0KzDQpMNugIB7mBFIubFQb35xAzoWNattuqAub2cYEgznPAEYZE4g5sAHRxgRqHNgCrU0AwBoTDL3iamJGIDY2MSNgRUBHQmKgIwU5APULhBanNWG41winNaPtpPW6rAGRcL1SAwIjrKSNhhxAvfmA2C+UW9e0mw45ekwHjHJVUwI5vmAP3lz1FDbs+xjDB+fjzPFXIz97nGR/xklNqYuaXuc0oUOa0c5ov6wRj1weZKA7mVX6VWZemEOmiP9arlXcaIgWJzeuY5tStzalLm2vN/4D3/3WgNGuiTghoxwTjz5Usq8SZzazXdkSEXb0OrHFy3JazoWNWY7lwsaADkDBjlK7aYCCnXjbTVvtwJYMoPPHq/EBnWHzCOgAJHVNkbi1OWLihlkTrTZHaEAgtJMGonN69RoQMBJCDiMlLmtCxarLEZsvBzDefECtw5pQyQ45SlLVlNbibPzag6r/zsdPvv9g/sypuG3uHVGQkzl8G8ac/G90bt+Ezd/uiumixrRzHbgYcwElrmsAeM5gx879lDUQ4JoIaHEl69yxkU0pY/5NmeHHnMXrMGWGHwdNyWH/ZQ3/HRNO+i+yhvPTT9S2a9lGa7vwPRw0JQdTZvhx/NxVUe9dr7Mb9/PQ4uDGddNjXPbUurQBke8n14jg3OKb8bfp12Ff+q9Y3nE13vv0VYTCIYhJSe2OWlc28fXydTtS6+TS2ABj3djE2rQ6sRlRryNUrBS2rHHDdE8kChhnTBDrPg+IPB9IGBMAyicRtaJWB4j9XEZExIiAjkLJRXMA62tzxBxSAPFcWzV20kYaEABQlLImlFaXNa7E5ssBlNflmOmwJpTwgYBtNxhylDirAfpc1ZREcX7+5nc0fduONFsGjh9/DL5bCTx3/KdYeMci3gNj5vBtuOiW+Tg1UIXba6+N6aLGdVC7a/l1mDzDhyJ60spYrl1ctzQAPGcwre5jv6zZic4dG1F+80LMCizFfW/ewIOBKTP8+Nutl+DMwP34262XsACRNfx3Q9qN3JeesS8d9TSW1kbe+5QZfvaclN+8EJ07Nqo+t4ykHNyUuOMtuu0S9jsyNHeHKpe2giNzWJc/oftf5vBtePi5J9B07R5ccE4Av9m+gOfbDsW1O7H6JArsKLGejmoXgRqAulYa4cTGld56HaMsp5W4sDFi7p+sa6kBxgRKa3XU2E0DkLWb5vVTWasDIGatDrdWmogolgjo6JRV0RyxX1GA6MlBAeloDhDbTpqR0QYEwl+xGJlZl8OV3Hw5XKkxHwDMc1gzA3KA+NfjrP58Fd7YdRX2jv4RhUcNwd8uPARjvglEuVpt/jbaEU3OOUvMQS2W05ZwHdcBTK/7WGr6lwCAqedsRRp9TGnL/cjluJLlHr4BrjcYZ7DIOqParRhD69jcczL1nK34Zc1OpKZ/qcvZjfv5cV3wlLiuCV3anPTnJ/fdOeY8/jbMd5dxasv8Cnh2YggP33YaCo8agi2+H/Dep69CKluc+QEhllEBkDywI/YjzogjciR/9NHrxCa8fotF6sV+7FIzv45Qal3YAES5sOmdW0eP3XSiRXWY5ygpkagOkVoR0Ikhf1sLL5rDyOpoDiOxaA4jPdEcwFg7acCalDUgfuYDBHIoKUlVC/b58c8VD+H9zjswNGsERmRSbjlcBzXG1YpJC1Ljogaoc1Bj0tNWvz5alzOYuCuZC709R+OgKTlo+3Ec/OdE2ts4rmRS6+Tafee40PXXDGw4fyw+CUzDj8cMw6vDS7Gk7F5cVvkU5v3tFdwx9QpUXzsWT946EWWn3YCDrt6Mg17bjKKrf8WCOTfhoUeOwoI5N6Ho6l8x9uUNmHLlN7jq2L/jjZsm4B9HX4aFlz2Lijvuw9JLbsA7g06HZ0I2vu46Hr+dNwKhk22KjlXt+ztoCuOaF+34psXZjeuCx3XHU+rStvmbw2Rd2oTb+M5y4fPXRot+p7f/bxL1fR7Wis92P4vH/nstNnz1q+jfCRA7utMfYAcwx4kNUDaZKKB8fh2uciYM0+3CJuXKZlQKWyy7aSD6eYBRokZ1mOctEtUh0iJiRiAhpojs16oqDE5PA6DcaQ2gfqEwymmN++uJ0GmNe/GJ5bT2/+ydd1gU5/bHv4CwYKMssBRBiiLFii5Y0jSmY7qKufndFI2m3JRrTYwxiZqiSUxykxg1JrcmQTS5JeamaewFFjVKU1BUVGCBpdhgl/b7Y3hnp7yzO7M7C+jd7/P4PHJmZmfL+74zZ845n8Nd8LikNanmoFzSmlIAAa1nDlngXU1ZE6YiVB00OdUvxxWEtWvJybG1HQCO7C/BDw0rUd9WjtuTnsD1cQ/C08P6jIWQq/Z8FYXaTppXLKceRoqo5e23T0RRs0fg2vV1FEsM49bcKCGA1RsLeEQ0Ag5QSjGT2tYBAEkX4KGvRVHTcJzvE4b6sN6o7O+NKzF90NLHR/K7drV6tbag7/lL8DvRhAFNbQisuoKo5goM73cQLQfCcKFCcFPnJPGNAA4I2c0sIKUB8n6/Q99ZC4HTMsyqUNpox5D5NGaKRUQLBIDj1bnY+NvbaGtpx6T+z2Li9TdLftdqUNkcJbI5Aig433mMEFDQE0hsSuAEwutC7W81TlPYhGACYnMVmIBGYAP4YAICJQD4YILLnSACLpjAVQQ28vBYDoGNBiUAgNBnn3PDCGjndsMIWLkdHQkJHR1rw6o4HmkNsI2UppHWALGjI5e0xnVs5JLWXImTZnOJh/I7PturzaFFc4ijozZKWpiqUJVncrgp6P+Kk6NWqtrJXBNaO8zY77kWkwb/DgMChlD3U0JT40IG5IpLT3OEnCako6lFRbNoPFE9sC+MMf1QHdMXp4J90Zjkj5b+6jgzvcxt8Da3wYOyynd4AK3enmjx66XKuTzNbehf0oiB1c3Qnb6E0NMXEXbqEnpfbFHl9YVUN0dIbo7S2gilTQ6hzR6d7ZK5HhsPv43KunJkat9HQjr9CT/wv+3s0BwdgE5i4zo6xOZq5LQjFDahowNYKWyuwE37C/DSjuCmu5rAxnV0AMA3fiAPNQ3wnZ2rwdEx/m1Rtzg6ut+v7HHfSXdInSvc/4i4YVNb0Rwp2Yrm8PbrgtocIlptTlcCCIRODpGaKWtcOVOXo5SwBqjn5NDkrJPjqnocf10FWr12Yu03+UjsmIbR40diMJZ1Rm5+pPbEGTeN9MThvxb3iblhi/Xmf3SGGVEpPynqfXPdjLOdT/3F55CKCGj89uFYTiIAYeTmZ8VRijNFw3CqIxZnkwJwLtEfJwb2RWOiPzq85GUQe7a2I8h0CeFmI7wrvOBd5YU+DRb0abAgDJUYFFqIuqKBaDofBJ8mxsHxbGfOH5Ocj9OU9xWTnI+y4mGoqY+ExbcXWvy84BtZj37J53GiPhnVHqG4HOCDS4EaWEI7cCXcE5X9QtCiEV862jVeaBgWhAaBXWuqRUzpBYT+ZkHUsQaEnrkEbYjySM8DC/mRHuJ8hkQbcVPmeVkRubhOYt/A5Hzs6YzuEYfHVjTw3kWM/eAWZp0hDg/tGEIF9PXbL+q946+rQErKUYRHPYtz5b7w9w3Gb/uPoX94FTIeb8Z5QQRImMZGc3gGpgXhTG4dThlMVGcnOi0I5bl1OJVrEjk70WlalHdCSoQOzYA0Lc5JbIvUa1lnh2dP0+J8rglnBejpCL0WFQYTzhpMPGcnYowWFXkmnDOYeM5OWGcdD9fZCRujRVWeCRWGOpGzU5FXx3N2SL0O19kJTQ1GVR7f2QlJDUbVQbGzU32olnV2gkeGsM4OEZPCZnV2tCNCWWeHK9NvNayzw4AJrM5O4LAwXjpaQEoY6+wAzHWVW3vjnxzBOjsAc10mzg7AZGBc4mxnmojynZ0LhZU8Z4eoz5Ao1tkhunjsPPolRqJ3QhTr7BBdOnYOfRMHoPfgaNE9zOWSc+iTMKCzVodxdnzjBrLODk1NJ87Ab9BAJhPmJOPs+MTGss6OJiaWdXbcckup3DU6MsStzbEnW9EcKalRmyPMrbVVm+NqnDSRHAAB87fzlDXA9XU5gDL4gBRhSIpIZMvJEUZzHHVyTuWanHJy7NXj+OsqkHz3I3h383qUNe9H8OhzrP3RpY/zCFXEyXntm3l4LOoTHu0K4BOvHl/yOEKijSwq2h5Ri0ZQo1G77NHSuMQwwAH6WFIjvN8+gKzbx2DVmpvx0WfX4V9zhyLvzig0pARSnZyAusu4s+l7LMhdhY/rnsHs93/BM0/swVt/+ArnLSE4ujEB+yOTMPW/uzDun2dwY9EhfPzAXVh4/gUsmzMd0d5noGmyOjnPvjILD7S8g2cF75fYn18yC7qA8+jbaEFcRxneeuwBvHbqSXxx+2TclpuLiX8/id9v3IYjAXE48+cIXKzug6XzN+H3iwzI/GIvXm5cgenFWUhsKYZHuxijbNIG4+DYOPzwZCLWfzAWK/9xPb7/MAzHU70wYdmfEOAA2Y1Lrnt74wKW4KaEjvfm5vlInWJmUeJyKW0AE1VsMBZK0v9mLp2Jx6I+waub5qK+qlA0Bx5/dRaiBzJjqsT/H/hb2euoPbASj3DobVy5sm7HmZod2kMYqZode9hpmuTACdSu15FCTlPpnoJ6HVeACbjXWf/kCFVx08L7AzblvQtqdbhQAlvi1kBza3WU3Je5JU+rVq3CqlWrMGfOHMyZM4e6z6JFi7B+/XqsX78emzdvlnytW265xVVvU7Hcjo5MSdXmELkimiMlWjSHyFY0h4aTFu3bAwEEjlDWAHkoacB2bwYiGvXHEYy0VK+crnJymG2uq8c5cOpzTLyvFUGtwOFngDvvYJ78ExKVkGo1/qGzsoloE2acFdmliFpyCGqAPFqaEvqYZZc3du+7DtvnROODVXose/sB/CHoE2xKnIaqXvy549nejhHVv2Hmjxvwp63P4vVNazH3oR3Y8LfX8f3HGVj16iI88/ka3OrxCwKqmxGfeJR37pjOc8cI3lMM5/NJbXPGrsmyYPgAA6KONeLBC//GivWvIGvuDBR/kIx/fLIEj8/NwV1/KsJdh3fj+rO74Gtu4n3ulj4abPW7BYtveAtpYQa8/s4U/OfZZJy7B7jyTz/FZDcuwU3jtw8lhhpF1Ly4NC2um0Efh7SxFq/XIl6vxeD0YlnjcPxDZ1mKIHd/QmlbMEuP+xOB328E5maaoUs8TJ1b17qzozacQGl/Ha5oyGnAMQqbK8EENAIbV0IwAUAHEQFi3DTgOIGNK1sENq64BLYmQfN1gE+4dUt9LVq0CAsXLsTChQuxbt06AHxnpaGhAaNHj8ZLL72E2bNnY8yYMZg6dSr1tTZv3oytW7d2yfuWI7ej46S4E1HtaI6tvjlESqI5gOubgxIJozlye+Z0dcqaM/1yaDZ7dTlC0UhFgLSTQ9QTnZyCA6fw5Y4DeHiaJ3YvAqKeYShqAJ9EZZ7GUMli07SSFCxCvDKzJDP7FLVdX0fx9rdHUCPbCC2teZp9WhrNbvH1wr97Z+C+p7+B9hsTJk/fhv+MvhEXhvjzvp9+7RcwpOA8bvjyJB565SCWPb8RueZ0bMh/AnOGrEefX/rA73IrTgvOcbrz3ErtjhzjrL0yPwnhJy9i5LYKTPz0NLbiFjR+7I+9xvG4J8uApD1V6N9whfe9NPoH4LfJEXjvrv9D8LO1uHH9Drw/6wXkn0+T/M6JhNvI78en4Cmj6cmhtAF8yp95mo/N8RmbpkXpgSTe+CRzo+6kHp/9U4O19wNrc4E/Lv8vTuTQH970RGcHoKfX0h7eANIRbUA+iQ1Q1kyUKynktCMUNkB5bx0Aot46wqgOV3Jw0z0tqsNFTYv2cyCqw5VUA1G3HFdDQwMOHTqEhoYG1jZnzhxs3boVZWVlABhHaPr06QgICAAApKam4pdffqG+Vl2ddDp/d8gNI5AQKSIrfPopBCUkAQAPQtAseOJgC0LAjeYAkIQQCKM5NEfHUdKakKNPI61xnwapQVqzF83pTsqaGihpV8EHbDk5p3NNPc7JKThwCl7ohSFjo9DQVI3ogS2IGpovIk7VVxVi8FhSiyNdV8OFDdijqJ0tHIbcLUyRJ7f+wl69BhcuoM+wKK4XCRlxHD9734pfI2NROSkcbbSC/vYORJY0IuX4aUy6sgueO4LQWCWmktmqn3HGXtz5GXXRRiSlH0dxzhAYy60UJ649SDdU9fckta0DQPvQS6i5uQN7Q/Q4kRCOVo0X9fsLya3B6CN1GHuiAMMic2WT64jd128/S8cj8AK1KG3kmKiUfOztrPexVbsDABerijB4bDG1dmdAylHs2KZBZaUH+p1jnKZ4CWfBHqSgqwEFUnACgAEUdBWcoCdQ2HoKmIB7feaCCbqKwMaFEgCQJLBxoQQA4xw1nzrN/F8GgS1q9ftuGAHt3J0wgrNnz/K+E41GA42G/14aGhoQGxuLbdu2ITU1lbUFBgbi4MGDSE1NhYeHB06ePAkAKCsrw+TJk6nnXb9+PaZNm4bAwEDJnmFdLbejIyEyQEveXol+vn4AbCOlhQ1CmWZY6pDWAFAdHWE0x1HSGg0nDfBJa2ripGkAAqlojtDRcTVlzdl+Of9rTk7O3oP4sWEVhkSmYtrIRdR95BLViIMDyCOqEdCAEooa18FRSk5r9/TAiVFB2DNKi8rJEVTnpnejBfGHTIg/WIvY3+pUI44BVsdFrhKUfC8ST+qllOQA8UxKLT6eKE8JwMnUYJwcrUVdZB/xTu0dCMmpwdi8WiTvNULT1KboHFximxJaGxn/cgltculsZF7SqGwA0NHRgX/8+h7CvBNw2w13S76OHIenu50dV5PY1EZOu4LCJsRNMzaxs6MWbppGYAP4uGlXENh6c9Lf5BDYuKhpwDaBjeboAEDY88/2eEen6i8von9v364995VmhD36tsj+6quv4rXXXrN7/ObNmzF16lTU19ejrq4O8fHx2LRpE+Li4hAQEICVK1di6tSpPIdn69atiIuLQ1BQUI9ydNzUNZlypEEoAFE0R0q2anO4To6UXF2bQ2QvZY3IXi6yLQCBHCeHSE7KmrP9crhSAz7gqJNDU3c6OT/v2oJfGz9GaP9o3JLwKHUfpU6OEgcHkO/kOOPg1Eb2xm83R+DQBB2aw/xE23s3WJC4vxpJe42ILmyAZ7tzi7sth0aJ86JESl+3OJf+Hh1xgLwt7Yg/XIf4w3Xo+ByoGdgHxRN0KB6vgymq0+nx9EDNuFB8Ny4U/52ZgKH7qzFyawWiixrgIeMc5Dfn0trkODxkfJXIdHji9VqcNJhQaqi16ezEpmlxKteE0txaqrPT3tGOXoFm/HL+fdRuO4UZk/4ATw9x1IsQ18pyTZJEtlO5rqGxCUVIbOW5Jt565CiJjaZzhjoRia3CwHd2dKla1rGxZQtNDRbVdzpKYQOY65YUhS1wWCjr7HBVe6Sa5+yYjhp5zk7d0Wqes1Ofb+Q5O/X5Vbxra0N+FQKGhVEJbBeL+ClqLiGwHec7O1xdKS0XEdh842NYZ4emppNnWGen+eQZ+MYP7Gwgynd23JIWLaIjR2+99RbWrVuHgIAA5OXlAQACAgLYiM/KlSsRGxuL+vp69piGhgbExcXxUuB6gtw1OgrELYajIaVJNEdKtqI5XAmjObxtgr45XLmqNsdZnLRSAIHwbyrthpKyBtApa1zZQknzbA7U5QglBR8ApPPXlfbKAdR3cuyR1QAg+9f1+LnxPYwfFYeX7n8Jgb2tF19/XQVSJv3I0qa4zT+HTfqJRz0DgAZjIcZP3cESrbgSHkOcnNQpZty3KE/0WgG6CoyYyN2/BiWGGoREG/HAwoMsPY2rQF0lRkz82UpKA9NfpvReP/zj/VisWTMe+x6I4Tk5/a9cwrgdx/G7JQfx/GO7ccfaYxhVXYTRN/7Eex3y+qMEr09UZyyALuYb1BkLUGyoQbGhBglpWqRPsSBz0SGkT7EgIU3L/gvUVSJ14i/Uc9DstrY5Y+e+J+57JZ+B/COfT+53EqSrxG1x/8S92/Zizh/244nn9uO6jWUIqWpk92nr3QtHbo7AX98ag/c/SMfBR7SIuXMv9RzC35WQ2q6fuhP1xgKeAywcO1z7fYvyEBJtRInBxHO0aWOakAFDYjajwVgoei2yP5kXpbm1qK8qRMqkH1nimpenFzJHLcZdyU/ht6Z/I6toNnyDykCTnLqdUwYTtW7HmZodKTgBIK7ZcSWcAKA/lBKu6wQ5LZRcCptQrgYTOFKrw1Xf5IhuqdXhylatDlfcWh0ulIDIR0ENj1t89e/fn/dPjqND6nFmz57Ns48ZM4b9f0BAABoaGljowPr16/Hggw+q++ZVktvRUUHcCWmrNkfyeAejOXL65tCiOUISi1Q0p6cDCLiipawBjlPWAHWaggpli7DmSENQVzg5UtuITuaa4BdwEUvnemFHZjFmL3uKvUHz11XgkSWP4c6WlXh101yMmsI4L1xUNEHxEkTv8s3zMStqDQ/rS44R4qLj0rRInWK2iw6e8/JM1BsLADA1OKs2LRCjnyFGF3vH12Hn9Fi8v34svn5sAsri4tl9PVvbMfRQOb6puR+1nwZiR/xwjKougmd7hyyM87OvzOI5NHXGAnywaRGeHbAWH2xaxDo1gbpKvLBkNqZa3sULS2bzXkuJ3ZFjnLVzHbP0KRb28z3zsvWz1xkLZH1XQbpKhJ65jHu37cXZllDk/l2P2ZfWwfeK1Vm9FNsP398/Ck/NXIT81RZYRlym/q5CVDXBhjPOC4MTl4ujBhiHW4ieFiKpZ0WtwbLseayzQ5sDsWlajJpixqub5vLQ6wDg4eGBu8dfh2+/8MLxc2Uwhc5GQ1URdU46Aylw1NmRsksBVNSEE9BsjiCn5VLYgK4BEwDi66hcAhuR8GElkSsJbERMVMcKJRCKW6fMhRLIFQ017Za62rx5M+Lj47Fw4ULWFhcXR903ICAAZWVlOHToEM8J6mlyOzoy5ChSmitbSGmuuiKaQ0SL5qiJkxb+LVzg1e6Zw5USypqSuhyalNblCOVoQ1CpZqCAa5wcS2sztu3+CbFpWiycn4LXw9rgsZ2PyvX22wdNJ+5Xk22RxPQSvPQECayv8BiCiwboiGCh3Tfbghsyz2GQXmsXT+yTZcHx4wl4zvQhlr19L3Y+FI+moN7sPik1BXhk53d47vHdeG3Xx7j/L/+E99ZWWVhmH799PPvEGedZR2DijPO8bbHJjGMWm1ygil3N13L23L7Z1s+elH5cMdpak2WB/qs8rPv0SXz++Wu49918xP5mgkcH07fH3MsXX/SdibeX3YPP/pCExluvwNsGBpzYyRhJTD+mCEfNjPX9svDSg9OLUWqotYlF17Aoc+tcAhgs+701rTiYBrwU1IZBY4tRkkPvT+ZqZ0coR7HTUuugVH8dmrOjBDltz0Z7GAYo761DrlvCh3W2euv09KgOES2qQ9Q7IYp6v0KkNKrD/N+Nmu4OkegMieQ0NDSgrKwMcXFxiIuLYwlsRA0NDRgzZgzq6uqwdetWtg/PokVMve6qVats9trpKrkdHQekJlK6p0VziLoimgOIKWs0Ke2ZY4uyxpWtlDWauhI+IKdXDk2ONgO15+QUHjiND7c+j18v/QmXzA08XDRB5Zbm1qL0QBIVx8tF7pqn+aA0Jwnxemm8NADFuGg+Utg2Epo9R9NETHnmP0j6rBjrRj6JFh8fAIBnWzumXsnGvi/H4WDzaAz7sgF9GltkYZabp/lgW1YEE7nJGcLb/1SRlW52qmgodZta9q44hyPnbmoey7OT72pbVgTv97OFsE7ZbcRDrx7Gi4v/jRcuvI9+5gvseStvicRrD87B6OcOIuvp6WjK9LU7FpqbxvF+P3tjLS5Ni6bmcbLw5+amcYjXa2Xh0s3TfLDnK+tNJZlnQ+4GOn6nQfGZYHxteg4H9hrEkxTynR2a7Dk7amGnAdc0EwXoyGlHUtjI9cTZFDa1cNO2mogCrovq0O4vgE7nxkbNsCMNRIkcRU275ZwOHTqEQ4cOITU1FWVlZSgrK8P69esRFMSsCytXrsTGjRvZ/Tdv3ozJkycjNTUVkydPZnvwLFy4kG02unDhwh6RzuamrkmI0DLy5zyDfhqNU0hpYTRHytGRS1oD+I6OWqS1noiTltszR+joqE1ZU5Ky1p2ENVc4Ob/tP4Yt9cvR4nUZj6e/jaiARABWJO65wuHI+45xEGLTpJHQDcZCDE4vhtkOXhrg1+LYQwHnbvFm7XJR0WeH+OOHOwagaiK/GNenqRUjf6mA/rtyxHqcUoRyJrjmpuaxov1jkwtwqmgoFY1M26aWvSvOoea5G6uKeChsAjewh7AOGVmKTSF3Y9dNQ3EhhE83CjxlwsRvKpC81wjPdts46ujkfOzKGoCaTgx3gj5EEkcNMOPQz3c/SnKSOhHW1no02hy4YCzC4PRitDSNl5wDhzvR1gRSwJ1n58v98EXOSzBeKMft/gtw4/UTQZOzNDYpeEg5BU4AuJbE1pXIaeE6L6Sw1R7pJK4JKGy2cNPEphQ3rRaBDeDjppUS2Ah9DRAT2PpytkkR2Jo7ozNSBDZnUdMDP3yvx1PXKr94qVuoa+GPvyXrOyF4aRpEgOsirF+/nt3HZDJh5cqVov03b96MjRs3YvPmzVi4cCFuueUWSRR1V8nt6EiI6+gED2Fu7LoSKS2M5tCQ0rb65gB8R0dJ3xy263Iy+Zt5ekQWSvJ0iTg6auGklfbMkXJyAHE0R02UtCP9cpTW5aiJkXbGycnbdxTf1b8Oja8GM9NXIaTvANE+cshqcqlqSpHRpJhcLklNysHpV9sM/ZazGPXzefhebpX1Wlw6mqtoaHLP72qpiZOWKy7yWu7527w8cGx8KHLuiUblYH7D1v4ljZj8n3LW4bEnpUhquShqZxHU5tYm/D3vVZyoOYzJ/s/h1humUI93hbPTVdhpVyCnuY4OsYUL1nChsyOnt44auGlyzXXU2enKvjr9EgXOjQRqGoBkXx01UdNuR0fi3AocnWtd7tQ1O9IMtB16ZfdzEilNJj5NjtTmCKM5gG3Smitrc5i/7eOkhVKaskakVsqaFEoaUKcupysw0s44OSdzTfDz7I+U2ER8uOh+DIrnLxf+ugoEx2xGcLSRd1MkJFERJ2d0hplKXSP71xuZQus4wWvRSFj1xgLoYjZDn2HhOTk00hYAXEyzYNPb4fjzKj3PyfE3NmHqX/fjs69ew537DvCcHBoZjEsS4xbek/3VJqLVGQsFFLNChMV8g7rOAvcEfTAS9MEYm9GCGQsPY2xGC2uzt02u3fq5refmvidXEd+4ZDcunY52DvI7ebV1IGW3EY/NN2D2+78g8by1c/qFBH98O38YPlk9CpdmVyHADqVtkF6LQXotQqKN0MVsFo1BgD8+WRS1wYR6Y5HkWL+3k+BWaqhl5waN3kbmlJDIpunlh0fT3sCY+DTkta1HzfnfRO8LkE9joym6E0stttsmsdGkFE4AdE0KG0C/PtgDEwSPCHEaTGCvVofIHpiASM1aHYBe6wswmSS0+xAiNhvFxv0MIG6eDtiHEnBrokl2jbtWxy05cjs6MiWM5hCphZQmokVzuJJTmyOUnL45RGrX5qiFkwYc65kDOE5Zo9mkUNKA8rocoaTqcrrDydm39wAuttVg7D0+2L39IB72+4RHhKqvKsQjSx7DY1Gf4LVv5vGIU4Qs9fiSx1ni1OgMsyShataSmbi7ZRXeyJ7HUq3INiEJixCy3t64AE8O+JRK1OKSti4G+iB7dgTef/lOFCdxOtEbm3DXR0VY/No3+MekmzDdvFIWLU0XbWRJYmoT0YgDUWcsxHOLn8BUy7v4KPtF1uEYm9GCj7JfxPOR61k7wCCZ5y6Zg+mW9zB3yRwEcc4htU2JXercxE7e63OLn+A5QWqS3ch3vnrjIh65Top2F6SrxEcPZqDoqzj8UH07Yk5Y16X6WC1W3/UwNv0pDpf0ZsmxQ+yrNjFjjUvykxqfhAr4RvY8SRrb3S2rsHzzfBan3mAsFNHYiKSIbNrwGuzYmoffnruE179dhLpKsQMI2Hd2ADqcgN2mInZajXodRylsRFxnh1wDaBQ2rpjeOuL3LgdMIJTwIZ8QNy2s1eGKBiZwRa0O3fGx4dzYQE1za3WchRIQuVHTbimV29FxUFJIaSJnkNJc2UI50hCQgPJojlCujua4EkDAlVQ0x1HKmivrctTuleOMk7N3z358V78MhZpvMCDlKI8UNSDlKNPkcGwxjxQlRZyaMOMs4vVaSeKUt99+HqVtIIeIJiReaTpJbTdknoMve246Uat9kwfyfq/FRx+Pw7G7ktnXjGk4had+2YSnntqHkVsrED/kqCwCGCGGqUVKKzbUQCMgsk3KPI8EfTAmZZ6Hb3bLVUNdI+/VN7uF/QwARJ9PjXNz6W2AmGon/P08fgVu/+tPeGfLu3jolYO8CM9+3wl4f/Ed+Pv0WPQfc4pK5uOOKd9sCxLTj7Hpkrbof/bmBrHH67UYnF5skzxII7INSDkKv00WRB0COr604JuKt/DvHV/SprNNZ6crsdOA8v46NLmawgao11tHSVSHSClumsheVAcQX//lRHWUoqYdieo4CyVwyy1bcjs6MtSsBCPNmahqIKWJuLU5om2C2hyu5ERzXNU3RyqaI5Qa0RyAnrLGvZC5MmWNJiVNQQH1euU46+RsaViOyMBBuG/4H0V0NUKEYihVdLqaHBLV2cJhTPPFnCQq1QrgE6+ap/ngWE4iBum1kuSs8qJhMGf64N+z70bys0X48ro70dqXARUEtNfjw23PoeDiUMRvaoZXG1OaSKOo0QhgalDJmqd5Y2snYQwAmjikr2uNupagD+Z9Pu5n35oVgeZp3s6fI02Lpuax7O/UPE2a1HamaBhij9Zj5ut78K+aezDEdAwA0OHpiVMPxePJ3y3C208sgmWyt01iX3PTOABMbdiOrEjq2OWOW/M0H+z6OkpyDgCAuYlObxMewyWyceelx8M+GBA0HLsvbugWZ0coKRKbvWaiQkXotbKR04zNsUaigGt76wildhNRuVEd4XXf0ahOVzQQ5YqbNcNFTSu5L3Prf1tuGIGESBFZyZur4H2+WlUIgTCa4wiEgPuUhevoCBcqIVKaCyEgCyDX0XE1aY0WzbFHWhM+PRM2B3UFgEAOZc0RlLSrCWu2nByAudGR4+Q8nv42fHsxvWQI9WnPV1GoLdextQM0slSpoRYh0UZMmHFWRJzi7p+7hSFLxXVS2qSoVvXGAiSmH0Nz0zibFDUAMIX74T+PDcDZdOtF1KOtA6k/ncPdW/cjJTpPktoVk5yPbVkRMBLaVmfjTmfoY8Sh0UVXIzn9GJqaxqFOcO4gzjHcbWrZu+Icjpy70ViE5PRjKMpJhLE8lEdXc5Tstv3rSPb3S9KHSJLaAnWViBxahK/DHsBPd42EuU8vdltotRH3f3kUoTs8ePvTKG0nDCaERBtxU+Z5m1TABmME62CkZZipNLYAXQU0fvtRmpOEAJ01xZJsoxHZuDS2hqpwfFe4BntObcb1/Wbhnpt+B5psAQrINhqgoJxskwAUSMEJaPbzBvrDm/O5JlkUNoCBE6hNYetKMIE9AhtgBROQvwmYoKGQ+ZuACZQQ2C4R4hqHwOYvIK71F0AKaAS2yyXMvQuNwOYslAAQE9hsQQnC/viHHg8jqNjwcrfACCJmvdHjvpPukNvRkZBcR0cKKQ3wQ7LdgZRWQloD+I6O2qQ1NXHSwqdrwtocW9Ecno1KVFNGWXNVypozGGlHnJyTuSacajbghPfP+L1+BevkEKlFVlNCVZNLVGvr5YF99w7EzqmxaPf1Yu0Dj9bh1g3HEXrmss3j1aSnCUloCXbIWm4BJQZ+FNdZwpsSWttlf2/sfCgeh2+NBDytzs3ATafw4H/K0edCi83jCZlNLSqbHCKbFI2to6ODdXYeDFqFsRP01OPVdnbskdjkOjvdSWGTwk0DEDk7zuKmhQQ2QF3cNI3AJoWaBsQENluoaQBUApsjqGnyoFgOaprr6AAMatrSiaCO+fgdt6NDO7fb0WHlTl2zo+ZT1hoaRyAEAGRBCAD1G4QC9PA0IK7NEUZzAHVrcwB5zUGFchWAgObkEKmdsqa2kyMlR52cI/tLEBRVhWdfA+bfM0/k5NRXFWLctB0YxQEFAHxSFNfJoRGkAKDeWIQJU3fwgAPkdbhktRJDDevk6DMsVIoaIWQ1jmvBR2+Mxvb/G8Q6OSEX6vDIpzvwu1cOsU6OFEGNAAYyFx1C+hSL6BxyiGFcItrEqbt4FDOAiWqMnvgLDxJAJLVNLXtXnMPZcwuJb1yyG5ESshshtaVPsVBJbdyx0KexBXd+egwz5+YittSaAnRmaiw++nAsjkwMR4AEyQ9gxucDCw+i3ljAjlmATguMS2MIbiEx30iSB0dnmBGv17LzibuNHCNFY/Pw8MCUlKfxwh0vIeN35WioKhK9X8D5NDax3fX1Oq5OYZMLJgBc10RUKHu1OlKi1eoIr/fCWh2ivomRNhuISsmRBqJuKIFbXSW3oyND3AnV1RACJUhpAKJoDpEwmgPQixUB9WtzhKQZIjnRHKHUAhAANKKadMoaV0r75QDK6nIAx+ADtpwcKR3cl49vGuahz63P486WlXjs1ZnsjRPA3Ey9umkuHov6hEeEEtLVQqKNrJNDo6vVG4vwRvY8zI5awxKqyOtwyVWEajVIr4U+wyJJwnp06bPYfV04/rToNlxIDAAAeLS344UL7+PUF1FYn3Ebe3MtRVADgPQpFnywaZFDZDBCGQPAo5LJoZvZ2ibXbjIWoNBQDZOxAC8sno3plvfwwuLZrN3WNkfsSt6rM5+PkN100dUiCp09cp3wdxKS2qQobUlXSlDkOxCf/TgLAe31AABLkAb/fiEFP3yog973a94YJOcg43PVpgUIiTaixFBDpbGRsf7m5vmYHbUGs5bMpNLYyJwhzo4UkU2KxhYQVomV61bjkaiPEXbfc9hfZLtmR+k2QBmcQK16HUAeclrugytHwQTO1OoIH+45W6sjvC7bq9UhohFXabW8AHM/0ZWoaTeUwC1XyO3o2JGPzD46zkIIbNLVrvFojloAAiJnAAR8Gz1lDVCnX46tuhyh5MAHaLIFHzi6vxRb6pdDq9XgCe82EdlJKV1NaCf7lxhMSEjnvw6XUMXdPzH9GJuqFi0gnxESlnliA9J65+KDMX9EhwezhIWduICVX3+E99fNRZ+frtgkqCWlH2ef+islgHFJYlzKmCuJaD5++1BoqBYRxiZnViBRH4LJmRU88hmx29qm1J6SflzWe1KT+GaPQif3tQipDbBNafPNMmPWh5+jeG0SJhz/jT3HL363IuX3hfg6PxNRHCqgcHzekHmOM0boNDbunPH2248Sg0mSSGiLyGaLxuaTZUbHNmDPxjb8+9QX2LVnp2juA8yaoLTHjjNwAqGkHv4ArqGwOQMm4EqIm+4JUR3h9VpJVMcWlECoPkOiHEZNc6UmlMAtt+zJ7ejIFA1CwPzftjNjC0JAE7c2hyY50RyhaGHqnhTNAdTDSavZMwdQJ2VNKEeagjJ29QhrRQfK8X3Dm/D06cDTE19F/5lWGtS5wuFsTY6zdDVCnGpqHidJqOJSswjVChATr04XD8eeB2KweOrTKA1KAABoOppx1+aDeGyBAZ47g0QENYAhcHEJak3NY63fn0zSFyGGFeUkuoyI9nNWOAoN1fg5K5ylkjVP80ZT0zgk6kPQ1DQO5s79zZk+KOt8rbKioVS7rW1K7cJzc98T972Sz+DId+IIuU7Ja8mltAVNqcd97+Vj2rLD6F9/BQBwsXd/PHrnX/FS8kw09/aijs/yomEYpNeiuWkcZ7zRaWyWTA2ampmxvuvrKOocA6SJbPZobB43A+s3+2BQWBJ+bFiF3L0HISWlPXZsOTuAsv46gDopbDTZS2FzFjfNlSNNRIGeGdVR0kAUsI2aJuo9OJqavkYT9wExub/SSGTVuOWWHLlhBBIiRWTHVryLfr5+iiEE5G9nIQRclKMQQsBdkByFEJCFkAsh6ErSGnnqZYu0Rp6eCR2drgYQKE1Zo0Vz1IQPOIOR/vrXNSiy/ICnJvwJYf1ieQSnvO98AMAuXW20DYKUt99+lOQkoV9YMs8upKuVGGoQEm3EDZnnRFQrwEq8OlqRhk/vvh7V11kLcgdVleP+NYfhfaQPb38uaYubomaP2kUjfWn89rFkMG7NjRpUskJDNcKiq5GSfhyFOUNQVR6KxM6i9iBdJeKSC1BGeS0ldjVfS4n9WOf3Tj6fpWm86mQ3AjHQRVdjcmaFYjoeobRxiW9CSltTn17Y+YcoHBwfzx7fp/wSpn9UhAElFySJbIG6Svj67cexnEQE6qyOJ20OlOUy9LYbKKRCcgyNyCaHxmY854+1+/6Ixksm3Bf0BkaOS4RQzsAJpChsgBhOcE7Cft5AX/tcRWFzFEwgfBBGAxO4gsDmKJQA4BPYGgs70xs5BDZbUAIAPAKbXCgBAEkCmxR9DVAOJSD0tYh5T/d4GMH59a+gv18XwwiamhE5e3mP+066Q25HR0JcR6fXeeapiRxHR8rJASDp6KiBlOY6PVykNInmcJHSUqQ15m9jjyetOYqTluvkMHaT05Q1pSlratXl2HNyTuaaED0mALWXz0HXj/90TS5dTQ2ymlyq2vG0EPzzqURYgpibObR3YMLm07g+q4zthyOUsyQ1crya1DQS6eAq0UnC2NWiYwIaXYpeXuqOHHGpbUqJbXIJbUXX6fDfp5NYFLVHaztuyirDhG9Ow7Nd+vXlUtnUILJJ0dguNtfhP4UfY1TL/8HPsz/ibTg0ajo7UhQ2gO7sqE1hq2JtQSJbV+KmXUlgo6GmAfAIbFKoaYDv7PQk1DTX0QEAv0HRMHdS1vwGDeTR19yOjsS53Y4OK3fqmkxJOTmyj1cBQkBkK4wsp0EoEa1B6NVYm+MMgIBmk3JypKRWyppQjsIHAGkn5195KxE77Z8ICjfynBx/XQWCYzYjONoounER0tWIk0Ojq5V09ha5b1EelSxFSFRcJ4cQ1IRUqxYfT2x7IQobXx7BOjn9apvx8CuHcN/WPRhzw09UIpou5hvooo1sHQ6xy6F2EYIaIYA5Sx8jhfxhMd8gLLqarZ0h/4J0lRgj8Vpq2NV8LWfOPT6jlf3MANjvxCQgojlCdhub0YIZCw+z8ALipMqh5nHHSJ2xALqYb6j7/87775i34j8YUNwAAOjo5YntDw/Cn19JxIApOZJUQH0GQ/Ij451GYwOA1ClmTJi6A/VGMSmNS2QDrBh3uTS2fr5B+N3opRh3jwZD7voeftrTonPIIbFJSapeRyqFTUpqp7A5CyagXVfkgAmEUqNWR0q0BqK8v5MjJBuICtUvOcImlEBKUo3MieRCCbiyByVwp6+5pURuR8dJSUVzbKmnQAgAcdGilHpybQ6gPoCAJrkAAkAdlDRjVw4fkLox+eXIGuyp/BF9z33JIzX56yrwyJLH8FjUJ3jtm3m8mzAhXY3cbNFIUcTJeXPzfCpxipCo5rw8EyHRRtbJoZHVGoM12LBiKPZOHMK+l6GHyzHrhRyMrCmikrPqjAV45uVZeHbAWnywaZFdgppw23OLn2DR0M4Q0bi0srDoaqzJXoy5kZ9hTfZiEZVs/pInMcOyGvOXPMl7LTXsXXEOR849PqOV/U4+yXpJNbLbR9kvYmxGS+dYoJPapMYCoe89O2AtnnmZT/gjY+3Vp2fg2Q+34LqsMnh0RhLPpw7A4odmY+iKv/KO4Y5pfYYFg/Ra1BsLMOflmZJzY3bUGryRPY/n7AjnGZl/Smls/roKPLz4Maz5z5+xvWYm+oWKWx3Ye3CiVr0Oza4GhQ2QByYA7OOmaZKLm3ZFrY49KIG9Wh0iWm2uo6hptaEEwtR/t9xSS25Hx46aTtmOwEipOyAESpDStGgOV8LaHODqieYA6gMInE1ZA5SjpB2ty6Fp5+7t+OXsZvzxeuCpJjGpiUZWA8R0NRp1zSfLDG+//QCA62actUuc8s22EqpoZLXyRH+sfVuPmiHM+PFrvoK1P8/Bqzs/Ru+LLSKKWkxyPooNNUhKPw7fbIsi8pmQoqaUDEbsPoLX4VLMNJ12TZYFcZxzxyUXULepZe+Kczh7bltkN0fJdbZIbXIpbT5++wCIiX3xiUdx49dleHjJQQRfYDDUtb1DcIf2Bxyb3ltyTAPADZnnOONTmsaWkF7Mpn/SiGyO0th6b7bg7Sjgm/+248eCj0CTLRIboE5/HXvIaZrkUNjkggm6IqojfGinZlSHBiXgShjVAVyPmgbkQQkAek8de5LqqcPtbeiWW1JyOzoyZC9tzV4EhyshhIAmIYRAKFthZGeiObQFkiZ70RwpXY3RHFenrCltCgoohw8c3leEnxtXIzFyGN74m5XgdK5wOABgz1fS1Cc5dDXzNB+U5CQhLk0rIksR4tSOrEge+ay80y4kV20KuBd/W54KcwiTzxzbWobcr9PwWNJf2NfiErKap/lgWxYzjpuax8omcJEUJ2cpaoQyVpgzpNuIaFx78zRv/ETek6EaPwkIbmSbLbsa78mRY7hkNy7BTQm5zhapTcnv2tQ8FsWGGmzLiqCS/KKLGvDc0p9xS9PPAIBWL2+su/kB/DB7CE4dHy6isQnHevM0H7s0thKDSUQxJPNPLo2NzHFCY7tvBvDqPC/8MycXW3f9ACk50kxUDeQ04HxvHVpURyg1cdOA7SaijkR1APF1VWlUh8hVqGnAmm1i636ld0KUu6eOW90qN4xAQqSIrHjZe+jn6wdAPoQAkI7o9EQIAYnm2IIQXE2kNRGUgNoIlN4cVO1ojtKUNbXhAydzTahtOY3Dnl/i4dGvIzzqIktkajRGsPCBUVPoBDU16GqkPkGfYZEkVEWmFOKT5N9j5y3W1xl4tA6P//kXpAw8yCNhkWN8/PahOGcI/Dnntkfa2poVAWM5Mw6doaj5+O1zmpTmyDEmYwGGppegICcBVeXWORYWXc3a/TlkLgDQ6ioRl1yIsqIUmDivJWVvNBbaPYeWQxJzNfHtmKFGkt5m73ci9gNbvFn7+IxWm2OEay/JNUEXbcTNmRWiMQgA/mFV2D07Gt+NvoG1he424rlvdiAp5iB1rEcn52NX1gDUlOtYSIEUjQ0A0mzMP43ffrQ0jRfZuTQ2AicgNLazBcPwyX/Xo6TqEB4O/hRJYwdAKHtwAikwASAGmbiawqY2mIALJSA2IYENgAhM0JMJbI1FTCSGS2CzBSUAwCOwyYUS9OPcj9iCEnCBBABkQQlo9DUAiFzwVI+HEZxb2z0wggFPumEEgNvRkZTQ0SHhUqW0NWHampSjI4QQ0BwdEjamOTo9HSndFaQ1JThpmpMDOI6TJhdzmqOjlLLmSMoazd7e0Y4TudUYlE6P1NkjrJGiZynCmhy6mhyyWnOfXvjbE0NQNdF6Qzj6+7O45fMSu1Q1JUQ1Z0lqXGqaq2lpNEIbAAzpAZS24wZ6BFdNkhpNXHKbo+cihDZH6WxSxx25ORw/PJWENm8mSaLvqYv4v/cKEHL2suRryiGyyaWxSZHYAGZNEZLYzK1NMF48jbZS5nt0hMTmamfHWQqbI7hpKQIbYBs37SiBTejoAFYCW30+8zdxdsh1mzg75G8ugc1VqOn+AhobzdEBxKhprqMDQBZq2h59DeA7O25HR+LcbkeHlTt1TYFs9c6RIzlpa4BrIATCIkQpCIGcBqH2nByuhOF5KXVVbQ4tZY2IluPtrJNDk9KUNUfrcjZtX4//1L+OtvZW0bae4uQ0hPri09dHsU6OZ2s77lhTjNvXH6c6OSwVjUPLsicuicsRJ4ekgQHgkcPUFDkH91xD9CGifz1BUu+L9hnUFPe7d/QcCfpgJOiDeWNC1nGdY03qmBHbKvHwkoPo08DAAi7F9sOGN0ejbHig5GuSeVFi432Q+VViI4U2Xq9l56uUyHwn0vTyQ3RgEqLHBKDwyk9oa28THWOXtuZAvY5QrkphA+ipyK5qIuoogY17fRSmdgtrXtVoIErU06AEXNlLX3PLLaVyOzoqyFbvHCkJ09akJAdCIBQNQkCkBlLanmwVW0pFc4RSqzZHTZy0mpQ1oWylrAHK63Jyi7NguLwR+mEp8PLsxdqlMNJChDQASYw0uelKnWKmonIDdBXQxWxmyWpEQox0VUxfrF8xGhcH+wMAel9qxkNLDyH1p/O8Y0Z1HsON4shBBwPWG1OCIJZCINPQxTQsNNnfWfwyuVE3GQsQHvMtwqKreY7D+IxW6CduhVbwWlpdpSK7I8c4Yn944RGMz2jlfQbu56NhpB39DoUOj8lYoBgD7giOOn0Kg4rmOjvc8TngWCMem5cLXdlFAEBLfx989epI5N8YxtufOwfI/Kg3FlDnEiCNnhbOS6XYaQA431iCPZc+x/aKBTw7V0rrdQD1KGw0OQomUIKbVqtWRw6BTSiltTpSUoKaVgIlAGy3uHAESsClr7nlltpyOzoyRNLWlErN3jmADceGU5sjVHcipXtCNIcrZ3HSgHwAAaCMssbY1anLOXVmF340rsN9Q4Hsb7/jIWYfXfq4CCMtREiHRBt5Tg4Xb0tutlKnmFlctBCVO+flmXhywKdYtWmBJHK3YVwr/rwsFc06pv4toe44Dl4YiZG1xezn4KJ9n3l5FtsbRwoRLERF1xkL2X44cvDEZBu5ef4k6yURFtoZ/PK8xXNYlDLA1Iqs274E8z/4DOu2L2EdCK2uEos+fBoPP78aiz582mG7mq/lyLm5n2/ttpd5GOn5Hz6FGc+vxvwPn3L4u03sdAg/yXqJxXorwYALcdT2xtQLS2bznJ06Y4EIc+5fa8Zzq7cgo+k7AEB7Ly/8c+5QGO4YIIlS12dY8PbGBaK5ROYTDT2tFnZ6WKI/Vr7igR8PH0b/MY+InB1H+utIIaftUdiEitRruyWqQ1NPjuq4AjVtC0pAuw+RAyUAnOupA1ghUJrYWIfvy9z635Pb0ZEpNdPWHO2dQySEEHBFCz/TFjTA9Uhp4d89MZoDKMNJ0+TqlDUp0W402trb8GP1Gmi9gT/rGFQuFzErhaTl4m0nzLA65kK8bUJ6MeLStDwkLheVq/Hbx0M8E7QuF7m7c/8NWPvHiWjx9wEAjDu/D/ueHI/EL48jpnN/gI/29c22YOIMZk7IQwS3YFKm7f1p2whWeHJmBYsndgazrPHbL0ApV7IRj7jkQmh8mRtUja8ZccmFna+ljl3N13L23L69Lexnn5xZKTjGOYQ1+Z18s1sYSIShWhEePEEfjOT0Y/L370ybTBLgsMnYHTLoMP71yb148vtP2ff5w5OJyHskGN4U7HR0cj4VOw1Io6fVxE7P69OG+3XAk39sxYXWnyFUV6WwSa2bNGfnWo/qOCq1UdPsNlsNQ4fYcW4U9tQBQO2p405fc8tRuR0dJ+VI2hqRM71ziGjhZblpa4B6SGmpBqH21NOiOUpx0nJ75rgiZY36eoZ6TEi4B3/9whv+t4kx0vaQtDS8NBdXS9C3NIx0iaEGxwS4ZiFa99s59yFj6hZYNBoAQEJRBb7vuAtafR0P3wsA27IieEhqe+jnrVkRLDJZzv7Cbc3TvNHUNA6J+hDVEM8FOQmC/a1EtLKiFJibme/B3Kxht6ll74pzqHFuR9HWtG1NTcz4/DkrXBE2vKlpHG8cyBk7Tc1jeePzNAd/3ja9F9YUPY2FF1ay+3854Q4smPMOOuxgp3dkWW8qpdDTu76mI+EdwU63zNDgs6eAvoHAll/qQZNUf52elMIGyMNNAz0rqsP8zY/q2GogCqiHmgboWR8AE9Xpjp467vQ1t9SWm7omIULLOPToC+jno+kS2ho37CukrQkhBFzaGjfMzK3PsYWUZv42uhQpLYzmANYnWq4mrbkaJ20PQEBzdJRS1pSmrBUeOA1fz36ITdOyKFm5GOkGYyEmzDgrsgNWjHRT8zgRxpYgcXM78b2D9FoWoStE65be64esR8ahw5N5vjJkXzXufS8fIdoKxCTn8/C9pA4ifYpFFgqYW4ujBBVdaKhm0cVNTeMcRiADfPQzF/EshXG2tU0te1ecQ61zH+/ESA9NL4FZ5m9ha1uDsZCKpLaHo/41KxLG8lCWsCaFLCfb/HwPoDhnCII4yO1AXSU7pr+fMBbbHxnMbpuwdzfu/9sZNFbxa3fInDFsYSKd9tDT9rDTpTlJCOCMQ4Kd3vdVFGrLdSLsdFHeQLQ3JuK0oa5LKGxC0hrAUNhcgZt2hMAGiHHTcglsQvoaAMUENrVQ0yTLg4ua5l7LuajpSwQtzUFN+wvQ0lzUNJe+BoCKmlaDvgYw91A0+tqgdW/3eOpa+ZpXu4W6Fv306z3uO+kO9bK/i1tdlbZGJOydI1RXQQjUljBsfzVHcwD1AAQiuwMpawUHypBtmo9bkh9GLO5HozECjZ03P1zCWoMRIkeGKWLWIf/XZOHLAgByt2gA3CS6wWkwRvD65FgLq8NFN4SHbonAlsesrz98WwXu+rgYnu0dov250IF6I0SvJTwHl6hWZ4ToRhhgbEI7qZUJ0KXg/OkUWcfQ7Fb6Vyj8dSnw1/H3NxnDRQ6AvW1q2QvyjAA8sfN7EinjPvll7EPH8N+wWudWegxDbwvB2dMpnQhr5ntN0YdK/haA9O8UoEvBtk3kZrCaRVLb+139dYCxvJYdV0l68XgmqjeGox73wVhugrG8hnWOuONz/Ldn4Hu5FT88mQh4emDvhOtx/twAPJx1Ep7tEO0/SM+gp0sMNUjQh7DzjKu4NC1yt5jQYLxN9J6YfR9ATbkJATq+vcEYgX5hQG25CaW5tRicFsxbKzw8gBPN+1C5JxDXXXcd73UHpgXhTG4dynJNVGfnlMEkcnai04JYZ4dvZ1LVaM6O0B6p17LOjlBnKc7OWYGzQ6I6XGcnjLXx19IKQ53I2eFKl6plnR0phaQGo+qg1dkJHhHCOju2VH24hufs1Byu5Tk7pt9qeM5O7ZFqnrNjOmrkOTtE/kPDeCntDJSgggoZ6pscwTo7RI2FlfBPCUffxEjW2SG6WFyBfkkR6DMkinV2aLpUfB59kyLROyGKdXZoulxyjnV2rpSWo/fgaPjGDWSdHd/4GNbZccstuXKnrtmRZqB0GFWttDVbEAKlaWtEroYQyGkQav1bXlpbd9fmAMpw0jTJBRCombLW0dGB7Y2fwKNXO4aGM40L/XUVPMISeaIqRWoanWHm2YlKDCaERBtx36I8Kl1txMSf7NLVDt0SgS1/sDo5120rRsZHRfBs72D3p5HVyDYpElZYzDcscIDb/NMegYsQzwi9yxECGCGJFRqqHSal2dpmz26qzke+oQqHck6gIM+Igjwjftn5Df7z61p8u3U1sn9ega9+Wox68zEkjQmBV1gRjlx8nfev2nszksaE4IjhLDb+vAzfbH0X/962Bt9v/wt+2fUtjuSWoyDPiHxDFQryjDBV53fZ5yMEN8BKVqP9FvZ+p4cX/obxGa3s6xC7vTHCHVN1xkLqGASkiWzcMQ0AqT+dx72rC+DZxng2p6fH4h+Z8ejwsL4OjcZWYqhh55lw/qVOMSMk5hvqvBw2iZmXXOw0d+6T9aA0t5a3VrR3tOOE11ZsbfwQhQdOiz6vVL2OWilszuKmabU6cqWkVoer0NRgyesVV8JaHSGUgCtnUdOAdPqaUP4pETbT16Rkq24H6Jr0NfIQ2i23bMkd0XGB5NLWuLJFK5HTO6erIQT2JFyohRCCqyGa40oAAaAeZe3fO/+BM5ZDeCztTfj7BrN0NZ8sM8xLfHD6yGoAWpau5pNlhmWpBq88+C4AHUZnmPHE0lms/bNlGzojNYyT8+bm+cy2VzT4dDmzjdCgfLLMuHOTD9Ys34B6YzhLlvLJssDyig9m/rQVWx5PYt/r/Nx3sCJhCT4Ote7/bOf+zS/74OTRlfAPY5wiQrzyybLAssQHH6xYzx7z3OIn4JvdAku2D1avWIc6YzhL1CL70+zNi71RevQtNqWHEL00WRaYl/jg3RVr2WNodpOxAG98uBi+2S0wZ/tg5YpPYTJa6WMaXzPMzRqsfH4NTMZwSTsg75imKz54YvJyVJaHIij8NHrFLUf2tnacbPRAabU3Wlpb8OSUb+Hl6Y2TB47A1HgaPt59oNH0QV/vPhg4iEF39/ENQoR2KG/cBPVjIs2DRvjjhOEyzC3VuNByGebmS7C0Xsb1d90O716+2HLgdVy4chrwrcWB0g4MHemF3zYsQqNxMMKjq7Eqa6nDn8+efYiesS98/2X49rag+YoP3vvjWjYiI/v3g/X3W/bhS8zYkRgjXPvYjBa8sHgRuz8Zg9TxCWZbXVUBln68iJ0DH3XOjetKfsOM+uX4XeCXaPXyxunpsfiqqRXP7DvAmzNkLg3Sa9FoLMKclxfAN9siOf/M0zZgw4rPWTuZy7dvZuZ4qYEhu3Hn/ufLPkdsWgQuVhXh0aXzWPtfln2BGakv4/2ds7Dzwjokd7wJDw8P6nokjOqQiI9QtqI6tIdGAyjRHiVRnQi91uVRnco8Ey99jaaqgybFUR2h7EV1pBSQEoaGQk4UZ2gY6vP5DUSZv+lRncaCCmr9LtNTh99AlKuLxefRLykSfRKicNlG5ObSsXPomzgAvQdHy86OIREegMmuIelrbrllT+6IjkwRrCHQM9PWgJ4BIZCLlBaqJ0ZzAOdw0l2RsnZwXz72X/wHxsfciyQdU6jMpatpsi0Y/xBzwRGSmganFyNer6USnEivnOtmnKXS1fjUNTpd7SfDrfjqsfGAJ3OjNM/wLla9uhAaDqFKiqwGSNPSGLJbiyxCltDOkM+sT8Dlkr40fvtRaGDqR/g0NnWJaAV5RrR5bMd/fzDjxReBKXdbcNL8BZLGhOC2aSZ88207WluBSZM68OBdY3GH/iX29TLGvoZHbvsLZkz6BPdfvwp3jX0VkcFM0Xlk8DDcMPxJ3r+hsXcCAHx9+uLeCW9h+k1/wu9v+RxP3LURs+/aDO9eTE75kAE3YZw+GoFBHfj1V+DpZ9oQOfwIksaEIDhpD+bOM+MvfwGM1WZoOql1jnwntuy+vZmIiW9v62+h5Pcjdi5NT+7Yoe1v65iJM85TaWwxyfmY9udN2PjmdHh1NvE9+ehg7JkVyds/mkNduyHzHJXIJqSxefvtByCe44Sg6O23j0pjGzyWT2kbkHIUAX6heGD4PJSZD+DHXf+GULaQ04A0hU0NMIES3LQjol0rAPr1hithVEcKSiAkjTqLmrYHJZCSEigBIK+njq37lt4JUW76mlvdJrejo0DcCdZVaWuu7p0jDG8LIQRA1yClhboWojmAsp45gHLKWl8vLW4e8jvcmTSbtZ0rHE4lMgnJS+ZOQpUUdS0uTUulqwHAjqxIHnFKSJDa8ciNmHrfJrR7eQEAxu4swRthL8ODQqiikdUAOvGq2FCDIgHZzR4h6+escJbGZo/aJUVRK8hJwBB9CK40jaVS1BylkjVd8YHZDJSf8caPG3UwNR/F8vVf4v77gS+/BPr09kSAbyrzO50YiePHNPjvf4F339FgsO73iIsYDy9Pb8nx4aiIkwMAgwfciDGDnsKX/9CgqAioNvqgn+ddzGc4EYRff/XA448DAwcCq/6yBT/vzEZBnhE/btSh6YqP7O9Erv1K01gAcIjUJvxdf85inkxLjR2hfWuWdR2Vc0zzNP5Yt2T64H7ff+Lz+pnw6Ezd/DZtEt584iXRXAL4RDbu/BPOy5KcJJQYTNS5HK/XojQniTrHmwWUNkJjGx5xI0ZGTkJx0y84kSNes9VKYbOFm5YS7WETDTcth8DGRHVsE9ho1xkS1bEnIWqaK7VR08LrdEBKmFM9dYiU9tQh6pMQZbc3IJGbvuaWK+WmrkmI0DIKX30f/Xz9ejRtjaStyaGtkYWOS1vjpq25grZmL21N+PSrKs9kk7QGME/YXE1ak4rm0BwdqWiO3NoccmMgvIGwlbJ27MA5JIwdILIDTBf08Q+JKWoMQW0fSnOS0F+XzLMTglPuFg0vLUVIfSLwAX2GhUpXu5hmwZp5k2D2ZW6WU3ZW4e4PCqANqaTS1XTRRkyccV6SakWIV/u2MJm2Cfpgu+SsU0VDsXsL42SROhyl1C5CUbvSNFZVKllBnhEtbZdQ03wQF7AftZdPIjk2HROSXkKTuRGnqnIwLCkSY9KrcKIoBSZjGOe1qjAouVBk7wpJnVurq0J4zEFs3+6BotLTiAwejkGR1+G00YADBV9gzHAdNFcm4lJNMgs+UIvs5gipjWsnYypFHyprTNUZw1HSWfeSpA+RJLIR+/avI2Es1/EIbmQO/JKqx09PJrLHzNn2DRI3XqHOgejkfOzKGoBADtlNOC/Lck1I0Gt5c5k79y8Yi3D9jHPUNcHXbz9amsazUAIAaG65jF6e3jh78KKqFDYhgY2xi8EE5zrXPhqFrasJbARAICSwCelrAOwS2IT0NQAsgc3UGaEhUALyN0lfq89n/ibpayRbg0AJbNHXAOZegUtfA6wOEpe+BjAENhp9DWCIa91BX2P/z6GvRb04p+dT1z5+vXuoa394tcd9J90hd42ODP2vpK2pASGgIaXZSrv6kwABAABJREFUv2VEc4RODk1CJ4emrozmyAUQWO3yozlS9oP7CvBt3Ut4pHYZBgWP4m1jKGt0ihqDrr0J8YLPYSWoiT87l/rEJazRiGg1A3rj86euh8WXeQI/yFCDKR8WwrNdTGMjhdv+Yck4tJ1OfKs3hvMcHCJ75CyS2pTYeYOphNpFjh2iT8FZCo3NESrZzu890dHRAQ8PI4xXclDUsB7oACKCh2JMwu8RHToaAOCn8UfywFvRdgXI2U47d1iXOzj2zs3Y70JIb+DGEVa7r3dfBPQfiG05BrS25aGvdzQqd92K8N4TAHjCZJxMeS1l3y0htW3tpKul6K3b5FDzEvXAMUMNCg3VSNHLo+wl6INRYmCobFJENjLW/cMAY7mpc98Q3hwY88M5mPv0wo7/GwQAWDfxfjxwqAApRiP1tWrKTagpr2Gx00IaW1yaFiW5JiToxZQ2AKgp1+HblToM1vPXV0JpO5VrwuA0q93Xuw8AwNRyGuW7D2Pi9fzfS6omh4hGYQOYhz00Z0dYlzMgTcs6O0KVU2ofHa3VAZjrha1aHSnaGrdWJzQ1mHqN49bqAMx1kFzjgkeGsM4OwGRDmDjXXeHfgcNCWWeH+TuMd40PHBYG01G+s1N3tJrn7BD5J0ewzg5RQ34Vz9nhitDXaFKbvsYVl752pZRxdtz0NbeUyJ26JlNSaWtEajUJJeqOtDXAeQiBUI4gpbmiRXOEkmr01lW1OULZqs1xBEAgVHtHO3Zc+BR9/PpjaII/j67G7ZdDo6iFRBtxrwRBLSTmG4REG0VPaAn1qd7I1CAQIpSQFHUxyAd/fWkELEGMkxN3vAr3r8qHV5ttupoUWQ1giFcTp+7C2IwWnl2KnGUyFiAs5huERVezTg7Z3x61i1DUAOYG2lFiGNd+1HAOW3f9G7/VvouLfX9C0pgQjB6ThhuGPYlHb/sr7p3wJkYNuh/a/tdemkZYUBJu17+Ix2//ErfrX0JYyEBoIz2RNCYEl1rO47/b/8ZS44iUfudk28MLjyAsupol6gG2aWxcO6HvkbFji8ZGZI/Ixh3ThCBYbKgR0djGbz6Nsd+eZg7y9MA/n0/C6aGBotcaMfFn6DOYOiXysEGKxlZvLKLO/dEZZoyfugMNxkKendDYgqON7PpB5K+rQHXMF/j10gfIP1AGoew1EhVK6iGP1EMhQF4TUWdqdeTWdQL8Wh1HGogK09dcLVrLCCXpayRbRI30NSX0NXI/5U5fc0sNuR0dJ8WdiEppa8K0NSnRaGtESmlrjvbOUQohUBMpzZVUNEfqwkTU3dEcNQEEW3ZmobKlCI/c9CjmLH8ad7asxKNLH2ednVFTzJi5dCYyWlZi5tKZ7A1Pg7EQy7Ln4e6WVXhi6SzWHqCrwKwlMzE7ag3e3Dyfd4NE6E73tqzC2xsXsDdbhK52f8s7ePqVWegTVY2/vDAUVwYwT4FHGQ8hp89QhAaeZ/d/9pVZeKDlHTzz8izooo2sk/PCktmYankXLyyZzbthrDMW4sOsRXg+cj3mLpnD3mgSQtZ0y3s8u8lYgE+yXsLcyM+wJnsxb//5S57EDMtqzF/yJO+GlbttbdZiFmtMCGAPP78aiz58mr3BlmNf8P5TOHt2D/617SMcqJ2Povp10PQFgjqdmX69QzE09k709uXf0F6r8u7li/iICbhNvwgj4u8GAPQfUI+yS5uxr3ouCuvWYe++fTBV5yv6zoXb1m1fwqKkTcYCzHv/Scx4fjXmf/iU3bEQpKvEmuzFmBv5GV5YPNvuWAOY5rQfZi0SjV3amE5I00IXbcQzLzNz4NlXZiFQVwkPAA/8uBuPXfoCANDu0wsbF6XAFNGbfS3uPCPzr95YwM7Lp16xzuXUKWa8ITHHn1g6C7Oi1mBZ9jyenawVr30zD8HR1ptgQm/cmFGE3v0uw9C2RvI3VgImAFyDmwYcr9UB6FkAXEk5NtxaHXvZCERKoQTc623gsFDR9VgulICWzUHL+gCks0QAGWjpYnm1OZeOMQ4NyX5xyy1XyO3o2FFzmbxIjVDctDU5clXamjO9c5yBEABipLQcyYEQcEWL5tBqcwDnojm0p4g0KcVJA9IAApo9f/9JHLj0JfRRd2DyLW08YpJ3J/GKRlErNdRicHoxNByCEyEvRaXk8+wDOdQnLt3JN5tOV/POsiD7scGoH8G834GNp/H9H+9C8Ncmu3Q1KXJVsaEGyenHZBOyCg3VSEk/LiCi2SZwAYDGbz+7zTe7xSkymI/GjJoawK+3BcNvPAWjeReGRE3CQ5PW4v7rVmJw5A3U3/9/UUOiJuLRW/+KsUm/R5PHaRysWYFaj02qkOuG6EMwObOSJbUxdttjgWv3zW6BT+dckhqfZJsSgtvEGec5BDUrjS02OR/r1s3BHYb/AgDM/X3xt3lD0dzbizfPCJFtkF6LxPRjkjREqTnOp7TR14rxD51lozqE3hiaC7x/K1BUdxA7dv8q+i2VpNwCV1dUh3Z9kRPVEcqVUAJneuoooa/1S45wmr4GQDZ9jStu9gxLYouP4ZUVuOWWlNyOjgxJQQjkigYhsCV7TUJtpa3ZoqdwJad3jtqyBSFwFCkNdE00Ryhb0RyhlEZzbFHW2tGGpPCxuDNpjoiuVnogCbFpWkmKmrlpHNW+6+soHnnpDIf6dEZARRPS1TAJWPHEEhwczRRHaJpb8G3T/QgfVSWLriZFVgOApqZxskhYhJzV1DROEYGr0FCNgpwEpylq+YYqbFhbh9GjPXDbbUBzkw86Lt+MR2/7G64bOguB/ejAiP91+Wn8MWrQ/fjd5HW4K30pBkfdB3OzBl9/Daxe7YXvv+7EGNsh19n7nZqvKKOxmTN9UJgzBIWGakmyGiCkq3mzRDa5BDfu3OiY5omNe6cjuYVx4i4O6o+/PTEEp4uH844h86+5aRxnPtFpbOZpPlTioiVTg9KcJJQaaiXXitLcWt76Mm2VDxLCkpB76WtI8YukUticxU27IqoD0K8LjkZ1uJKLmhZKVNN62HYWhTCqIyW10tdokpO+BshvHsoVLX2Ni5l2yy25clPXJERoGQVLP0Q/Xz8AVz9tjRu2tkVbI2Fw8jdZUElEhyy4JIJDFmTr38x28qSKRHPsOTq0aI7Q0RGS1gC+o3OOaus60hrtqaQjtTk0+8nO98It5PXXVWBAylHs+SoK/cLoFDXDFh8WPiAkMhH4QOoUM4/gRFRiqEFItBE3ZJ4T0dUCdZWoymjDyrsfZQztHXjwraMYe+aoIrqaFFkNEBOviIj956xwVJWHsvU4ckhbhMYGWGtxHCGA/ZAVioKSSpy6+G9cbDmNqLDBmHHfMGha70BdNb1oV20dzZO+CVFLw8d0HfxAq6vCwRNr8d/tB9FbE4RIzR0I73MDJmV4UX8L5hj7v5+QrmZvjBD7sU6q262ZlaIxSI4h4/PAFgbzLZfGFsQhqBEa28HqcfjgxbvQ1J/Bco/95xlM/2EXlW7YaCxCYvoxmJvGiyhqA5PzsefrKNSU65AgMfdPGkwYrA+mUtoYMEEwu76cKxyOU6c84O2lQe2RDkkKmxSBDYAITECaiArBBD2JwEYcFiGBjUtfIzYhgU1IXwPAQglI81AhgS2U2xz0SDVLXyN/c5uH1udX85qH1udX8ehrAFgowbVKXwOA6Jee6PHUtdMfLusW6lrM80t73HfSHXJT11wgR9LWbKmr09YA53rnAM5DCADHozn2IjyurM0RSq1oTlt7K/5b/ybuGPN7ANZzNxojkPcdc1PUj/OTESJTqYH/FFBIagIYWlODEVRSEwD465JxhEJFO+Y7CJ9PGsP+fdOXJzEktwb1UEZXI1QpFlAgk67GxUfL2Z9LYxvCOUYp6Wvn957Y+f0wtHVYcOLySvj3C8ekxDcQGTwclys8cFl0hPOy5dCkjBETlbri3K5wgEzGMMT0ew0PTTqPvONZKDn3Fc6bf4D53wvR+/thLJ6af4z932+InkFRK6GrAczYOmYA/rYqFCl68ffMPSZBD9k0NmO5CcbyGhY7TeyeAB5YmY+vXh+F9l6eOHDfQOjOpGLEdvFr+euSsXuTjj03EZnj/cKAmnITSgwMdpo290sNtRgsQWkrza3F4LQIFjkdxJQN4Vz7aRzdX4fh4wbz9idgAqGzI0Vni04LYp0dodQmsAEQEdgAUAlsXIWN0VKzDSry6kTOjlBVeSb2WhSSGsw6OwBzPSTOjiskpLEBVz99jStCYnPLLTlyp67JlJJUNa640Rxb4kZzpORo2powTN0daWtCKYUQAI43CO0q0pqrcNL+ugocbHgV5S2H4durj2jbuGk7MGqKmWcnJKWQaCMPJU3sAboKHkqaRnAqMdRgkF4roqsBwJV+3vj6xWS09mWeYifvqsL4zacBKKerBeoqERbzDXTR1TwnB6ATrwoN1TAZC/Dwwt/Y4nPu/lKkrfCYbxEWXc1zcgD5pK+CPCP27tuHQzVvY0AKMFQfiWk3foD7rluJASEj4OHhAbV0NK+K9w9gHBraP1dL6py096iWAvpGYvLoeZgxaQ0SBtyIUelMv5k9e/cg3+AYBY/87iZjAcJjvrVLYyMan9GKm6fuhslYAKGE41MujS19ClM/ROYHd84MLKjHrZ8dZ4/57ukh8H3oGPW1Hlh4ECHR/PWdO5eF/bC4NDayLjQYC0WUNhJlqa8q5FEdOzo68LPlTexr+ROSJv7A2rlyFkzgilod2npPuy442kAUUB9KwPztmvQ1/6FhqtHXiFydvsbW5rjT19xSKHdER4Gk0tbkipu2ZkvCtDWabOXN0iTVO0coWu8crhxpECpH9hqECqUEKe2MlDQHFcpWNEduypq/rgITZz6KF25swTOPeSHJszcajdZtjyx5DJpsCyyZG/D5ss/RYIxgSUo+WWbculmDz5ZtYO1PLJ0FnywzzEt8cOroe+gXlsyS1XyyzLC8osGnyzcgtzMNh1CffLIssLzigzXLN6CuOhwbn4vFhQh/AECq5SAezD6Oywhl6Wo+WRY0v+yDk0dXwj8smSVR+WRZYFnigw9WrEe9MRyBuko8t/gJ+Ga3wJLtg9Ur1rFPyAnxihyzesU67N7ihbDoaqzJXgxNlgXmJT54d8Va1BnDWaKW0G4yFuCNDxfDN7sF5mwfrFzxKfukn1C7NL5mmJs1WPn8GpiM4SL7jAnzUFj3K4xNBxDsHwdLyxXAD+jjp854EzoKXeHAOCPa+xN+BjUiPoH9BmB8yuMAgPBEC37d9ib6e8fh4r7fob9PHG68q13W70fs4zNasejDJdD4mtF85a9474+2xw7X3pzljWcy34K2M+WMNj7rjOEYm9GCFxYvYsa0YKzz5gDWI+c7H9QZC7D040XsHPto+QaM/hGoGdgXB++MQrtPL/zprgdguE6Pza+/xb4WmZcZm3ywcOo7CNQNpc5lQIN6YxEWfDKfsS+1rgmjM8yYtWQes4Ys1bBrCMDQGx9fMpfd9pdlX6DRGIEp+ruwdusHaDlSgEeWa/DXTjsgHb251qM6Un12hOL21BFGddToqVN7xJq+BjDZGtyeOrZUn19FfeDZNzkCl4roD2D7JkbiQqE1fU2oi8Xn0S8pEn0SonBZbt+c42fRe0gUfAcNRPOJM7KOccstW3JHdFSQUqw0ALY+pyekrdmjtgjT1pTKEQgBV3LS1pQ0CFVSmyNXcqM59nDSQkWmHMXyP7SgD4AVA9swIOUou83bb59dwpIt8tJ1M5jxyiWr+WSZoekkMg3Sa6nUp333DcTZNCZtIKyuEv/+/B4kDPoNgHK6msZvH5VcRTuGkLAmZ1bYJWcRe6GhGkPTSwQ0NtvULqH9hx/N+KHwHVxoP4aJI5/D1BvfV6Xvja2IzdUoWxEfNRTQNxL3TngT3n4dyKtZgeMNf0O753bFdDxi9+1tgcZvf6ddHo0tJf04m/4oNaaV0NgS0rRISj/OsxMa2y0bSjD07AkAQFXfcMxpXocoCvXQJ8uCxPRjKDHUiObywOR8xKVpkZBeLLkm0NYQ2jay9mTc6YPbEoAFmwB8aUYkZ00iupqjOkD3QgnUkqvoawBs0teI7NHXiHonRLkx0265VG5HR2XRIAT2JDdtTUq2FiShaGlrcmWvd46jkoOUpkEIhJKLlJYrV9TmAMpw0jv/HoY9JuDVOwG/xzQ4Vzic3VZ6IIlKTDpbOIxHUZMiL9FITZZMDY7lJLJNQbl0NUumD3ZfuQm/PhQPAPDoaMdXPz+E0IwaHkFKDnGK2ItyEmVTrQpzhiBRHyKbnPVTJ43tStNYKlmNOYZO7fpxow51JiaqFR/njWHx1+F3N69F8sBb4elhhRk4omvJuZGSq5yeyODhmHbjB7hu6CxUmw/gp33VaLrC1KjZo+PR7AU5CSg0VMseU01N4wDAJpFNKY2tqXksj0hI5pJXWwce+OAwQtuYEO5/4+/CP8KmAhDPy+bO97UjK5I6x5uax9ldE7iUNuE2S6Z17TlfNAJvfOSNE03A2lYvnOesSYB6uGlAGYGNJlrtJa1GkyslqGmudKlaWS0RhHKmpw7QdfQ1Invpa7buY4h6J0TZTeeniYaZdsste3JT1yTEpa55nWUWEt84a56oFHHNHm0N4BPXpGhrAJO61t20NW40x9G0NRLRIRACe7Q14dMyGm1NeDES9s4h0Ryuo0MucNwne+RCyH0C6CrSGnmaKbzgk6efUqS1oXdexoCUfFQdG8WmiJBeF6OmmEXEpFJDLUKijZgw4yzPDjBd0xPSi9HUPI5KatqRFYmach3r6ABM+lp0cj5KTo7CG3MzcCm2HwDg5v/m46mSv/PoagBQZyxAUvpxNDWPlaSrEfhAgj5YkqwGMOlBPn77UJgzBAG6FJ7dFjnrp04aG6nLkCJz0bYdNZzHqQv/wiWvg1i5ZCrKS0fAZHQuDYt7g3+tOTVKVJhnfaLsbGrbpaZaePfyRcSASzhfvRn1Z8dgwIDx7Ha5NL3jnXUy12e0KaKxkWNsUQGV0Nj8fA/A0jReBDEwTvLAhudvBgB4mtswa5EBYacusfOSS2M7YTAhLaOFSlC8WMXM/ZYm8dyPSsnH3q+jeHOMu23fV1EIDLNu89dVYH/VeuDkGAwdlCH6bUiamhBMcLUQ2EgkRkhgE9LXAPCgBDT6GgARgY2krwEMge1qpq9d6kzFl6KvEfIaYJu+JkVeA2CTvnY1UNdOvb+iW6hrsX9c0uO+k+7QNVujs3XrVqxbtw633HIL4uLi8Msvv0Cv1+PBBx906PW4BXCO1OcQCbHSUuI6OTTZSluTKzm0NWclbI7mSNqaIxACwPEGoQDdyZErpdEcKXvO3jz08tDgcu0wHN8pDunH2qCl9dclI/9XMeGsplzHw1ATNRgj2LqcQYLPTohQf304nnVyIo43Qr+hGofbbuXtyxRX6+BPOQd5HbKftXCbTsEC0ElWu55HVrN1DJfGJoesxt1WkGfEpZaDKKr/DFdaz0Of+Dsc3DUZnp6OR3DcDg5f3O+AfDeOOjx9/ZjxU13pi03bfkNL634MOtWIEL9UDB2jk03TI+Nk95Ya7N4yQkRXk6ax1WD3Fi/UGW8RnYNGYwP4c4CremM4cnKZhrJJev423a8dSIs5g9x7BqJd44Wvn0nCMy8flHyt3C3eaDDeJrL3C0vGXhuUtppyE2rKazGYAwQh22rLTagtr8XgNGZbozECyR6vAYOYhzFC3HR31eqoJcm6HEMd6+xI1eVU5lmdndDUYNl1qq5QV9DX+iZGss6OUH2GROFiMd/ZkdKlY+fQN3EAeg+OxpXj5e46HbdU0zWbutbQ0ICtW7dizpw5mDNnDuLj4x12cmxJKpojR9xoji0pTVuTqs9xhrZmL21NSIuRKzlpa1w5CiGQi5S2VZsjN5oDyK/Nkcpl7+jowI4La7GvfR38dRU88hGJ5gBiklKpoRbxeq3IDgAlBhNCoo0iuhp5neun7oQ+wyJ6L4G6SjQ+WYMzU2MBAD5XWnHvewUIDq5gSVGAlSCVPsVikzhVZyzk2WlkNYBJDwqLrsbDC3+TTchiaGxHRDQ2KTIX2RYR8w0ua7bgYO0yePsCD96wGmMSpjns5NDS09zii3wvzqa1eXn2wgM3vAtdUCLy6z5Ccf0X+C33tGwaG9H4jFZMnrpHRFeTGmuJ+hCERVcjLOYb6vgU0tiKDTU2yYOZiw5BF21k5xF32x/L1yKinFn7Lg72R/aUaCoNcZBei5BoI3Qxm6lz/L5FeVRK27BJP2F0Bp/cyN0mpDqSNalJk4f/1L+G/P0nRccCXVurA4jX78g0rVMNRLmSA7qRU7sDiFsscJ2h4JEhV3X6GmA7DZ8rkr6mhMTmlltKdc1GdADg1KlTCAgI6JZzy8VKE9lbGGwtLHKx0rZEo6050zun+lBtl/TOURspDfSMaM7Pu7egpvUk5o57GY8ufZylJf1l2RcAfBCbpuXR1SxLNXjlwXcB6Hh0NUJYyt2iQUi0EW9uns8jMhEa25yXZ8I32wJL5udYs3wD+6Q4UFeJO15bAb3WwL63O9YeQxzKWLoaIUUBvZA+xSJJVyP2KVne+ODN9agzSpOrACiiqxEa27rtS2QTuADmpnfB+0/Br7cFiTf1wttLJ2LEwKfQy8tH9m/OFde5cUueyHdVmFftcJSntyYAd6YtQXH5L9iT/xm8LY1Y8P4x+PW2yBoLXHvzFR88efMb0OqGMmPtw6fY/d99/lMeFfDNj5jx2TztL51jOlxyTOuiq/GcHRrbPZt88MLUlSg2WFPdyDxL9v4eY8yH0KLphbL/G4SIOxbj/j9vYmmI5LVe/ngBc+7ML3hznNDY7sj2wcvT3kOgLlm0VpQffRelBrCNRLnry2tH3kNpLjBmioVdk1KX+mDlf3rh4OXNGIZFvN+kq6M6kXotziuEvRBFjNGigvKg7Zyhjpe+JpQulTmuO3vqOENf8x8aJiK4StHXACbVTYrgeqGwEv3tRHgAJqulX6LzPXSYUgJ3tMct+7pmIzpKZTabceHCBd4/AGg6eY6HlXZEXYWVpqWtSS1KXZG2JpSzvXO6CilNk1ykNOB8NKetvQ25l7IwJDQdN9/SyqMlefvtY/PYhXS1wenFiNdrJalr1804KyIyAYR8xiersZ87uQBPtq7FRQ2T43tD0UEM3VnFo6txiWi2SFQ+HHqVLRIVwERz5NLVCDlrcmalIgJXQZ4RZ6qzMedJCzo6gHvubcXTM4c65OSQiIQ7euO4hPACpfLw8EDywFuROfEjPPfUaPj1tqC2FvDRKKexDU0vQaGhmhlrvP2t0R4hkc3eHJiUeV4WjY2QCgE+xXD4P/Ixc9e/2G1/8PsYNQeDeXOWT2OzznEujU2TbUFCejEA8RoyYYb1xlO4bfxDzLYBKUdZe9iPFky/NQ1FTb/g8P5i6u+iNKojlK2oDk20qHxXQgkAx3rquErO0teIpNLlARk9dDof+MpJ2yciFFvfQQN5/XTcckuprmlHJzs7G5s3b8b69euxaNEim/u+9dZb8Pf3Z/9FRdEnpBSEQK5ciZUGbKetCeWoY+OqtDU5YX97To0UUlpkk4mUtu3Q8I9XL5rzHzS2VeC2IY/hXOFwHvmo9ECS9TMIiEmlOUkiuyVTg11fM2NOSFcjRKZjAvJZeZGVvJQVcj92RE9k3mvrady6tpT5XjjUp+ZpPijOGYKENK0kWWprVgSap3nLorEVGqpl09Wap3mjICcBQ/QhsklbZUUpyDdU4dylrfjzv39BdbUnmpqYbSeK+MXY9iRMUesJOpJndPhfT5AwpU2p+vcJw4XqCWhs8MHYscD/PeyJ779m5qrcMXKlaSwA4KescMH+ViqgcHwW5gwBIE1XE9LY7BEJiw01Ioph/KYmJBxg1vKaPqF45rVPeHO2XDAvpciKTc3jUGIwidaKs4XDEK/XotRQS90GAHu+iuLZR2n/D719+uPQ5W9Fv4UjBDZb6yhXA9K0qqOmadcPe6hpgJ990BXpa4B6zUMB2+lrXYWZBuDGTLvlEl2z1LWysjIAQFxcHABg/fr1+OWXX7Bp0ybq/mazGWazNQ/5woULiIqKwtGX/4R+vn4AxI1CbdXn0IhrUrQ15u8KXkSHRlsDmIiOXNoaYI3o2KKtAUzqGpe2Blj75zhCW6OlrSmhrZELhy3aGrkACWlrwrQ1Jb1zlDQIpTk6NFQqrUGoLdLa4f1FuKgrxnVxDwBg8uEHpBzFnq+iRCABQkXa/fUA9Ncli+xnC4chd4uGpR8RuhohMpV01gPoMywiglNjsAaffDgWrX0ZSMGc1b8geKcHe45AXSVikvOxLSuCBx+gkaWKDTUYm9Fil1BFQAIEPmCLrqbx24+CnAT4c0hRckhb27e0o7TxK5y/vB0j4u/BlIl3IWFoMU4Upcimq3U3ZMCWUyIsplci0iOGphFj5DUeVFPOUNq0uipUX9mMz77eir5eMRgW9CxS0wfLprEBwHFDDcKiq3FbZqVoDALi8XnMUIMUfagkSZDYf82KRBBn3NLmTEnnGjE+oxUxyfks3fBSgA/WfzQWTf2ZyOPjn2zHgJ/beK9F5rJhiw8SOueScO6TNSgtQ0xuPNl5w6/PsIi2nco1YcwUCwakHMW5wuFoNEZg58lsbD/2NR4K/gSJ6fyHbY4Q2IT0NcZOJ7C5kr4GMNcqW/Q1gKGt9XT6Gjd1zR59jXtvwKWvcclrgJi+xm0cKkVfE5LXAMiir9HIawAQs2RWz6euvfcG+nUxde1iUzNi573c476T7tA1W6NDHByiadOmYc6cOWhoaKDW7Wg0Gmg0GlXO7Uh9jr3QL2A7bY0muWlrXCeHyNkmoUJ1V9qaGhACmuRGc2hODpEUTnrEuGQAVseh0RiBvO+Ym5p+gp+0wRgBwxZmW38d3844MibR/kJK2yC9FvVG8AhOHQA2TY9jnZyRP53jOTkAs/++Lb2QIPguhDQoUlxti5RWZwxnb7K5hDWpYxiH6DoeWQ2QpqtxyWrGK/tQeWUXJo58DskDb0V9DZCzXV6DXaDr63BoTo0zzowt2XrdIwbx+3C18+NM/Y7JGAYv/AH3jp+M/+augKFmGSz7n8fYcWNk0dgAhsh23AD8dVUo9bsRjs9EfQgKDdVI0dse6/46Zl4kdY5fGkEtIU2LklyTaFvfBgtu3VCCf89lIj9f35eO53bnQNPURnktE0oMNUjQh4jmflyaFmW5JuqaEK/X4qSBvg0A8r7zQaPxdvbv8TH3IH1gBioPNYn2VVqrAzDrKc3ZoUlYvxOp16JcAIohUAKus0OgBEJn55xB7OxwxaSviZ0doXoafc10tIpapyOUf3IE6vMrqBkffZMj0FhQYbdOx57UqtNxyy05umZT1zZv3sz7mzg3JNKjVK6uzyGyVZ8D2MZKd0XamlrqqrQ1wDkIgZIGdbYa38lRW3sbvqtfhuPVudTtti788TYuzMInqUQlhhoRSpro2LhQVNzKON996sy4+a8nRPsI6VA0kX0S9Lbz1GlOjr19hU6OPf2WexoAMPGGezDtpg+RPPBW2wcI1JVpasJ0shR9KO9fd4j2Hroq9c2Z+p2woERMvWE1+vcNhC6+AwV5RhQoeK9knNmKdgkld197cyghTUvdJ2VnFeI6b5ybInpj++/iqcdLzW+uhA9DuCo1iG/OaeuQt5cGvr1640pbA/L3i9cKQH6tjisbiNqTVIPp7khfA2w3DwXE6WtyFZASJlmnQ5OcpuTuOh23eqquSUenoaEBU6dO5Tk1DQ0NAMSRHiXq6vocpVhpW6Ll5dIkzPOlYaUdSVtTIrV756gpW0hpoWxBCGjRnH1Ff8c5y1Howlt49vqqQoybtkOEiwWABmMh7l2UR0XJhsR8g1QBFjZAV4ERE39CvQChy0XVNvf2wnePDma33bcpB+PS/svD2BYbaqCLNiJz0SG7GGni5EhhpE3GAtw8dbcICU2OoaF9x2e0KkIH7967Azm1i9B34Hl4eHhC2z9GdC5b6gpUNNdh6AmOjT3Zc3xcck6Os6PE4enXOxRTb1yN6NDRSBytRU3TYZGzYwtH/fDCIwiLrhY5MLTxKRc7TeaFLew0AOiijdDFfMPb5gFg+qbd8GlhcPC5d0Xh/GAmPYWGnS4x1LBzn7tWxKUxOGohih5gHp5IbQuONiI4ZjOLvAeA9o52fG9+CadC3+fZAeW1OoAy1DRNroQSAPwsA9mODSebIUQAKRD2nONeV2kSUk8Dh4WKrt9CmqotOYqZtnWfQmiy7jodt7pT16SjExAQgIULF/KcmvXr1+PBBx90CW5aaf8cwDrxXYWVlgotC0VbCO1hpZXKkbQ1rtROW3MWQiCUVG0OYPtCzlX/0PMo9f4b7koEXv3TcvZGwV9XgVc3zcVjUZ9g5tKZvBuOAF0FlmXPw90tq/DE0lnstgBdBWYtmYnZUWvw1Ct8+1OvzMK9Lavw9sYFbM+cQF0lnn5lFu5veQdPvzILOY/r0BzG1KUlHT2HDXfeggda3sGzr8xib5500UZ8sGkRplrexQtLZrN2gsqdankXH2YtwtgMxmkjyN3plvcwd8kc9gYwSFeJT7JewtzIzzB/yZO8G0OCkZ5hWc1uKzRUY3xGKxZ9+DQefn41Fn34NHtjShDBXHtBnhE79vyMI3WrERowCKEBVgdOjlwdxZFybq5GSTk9qp/HweiOhwdzuTtbcxj5dX9C2YV/It/Q2TmeMnaE9nXbl/CcHdr4JPY12YsxN/IzvLB4Ns8unAMJ+mDooqvZOcOdSwAznz7YtAjPDljLm3+Bukq89nQmVux9mdnR0wPfPhwP/zD+XA7UVbK9dcjcF64Jb1DWELJtWfY8ZLSs5K09AboKvPbNPDwW9QkeXfo4u1YFhlVh3nN12H+8CJNmPSpydgDpqI5QSqM6akIJAHV66gDdS1+jZW3QaKsAPc3dVvNxOWn0ctLxidz9dNxypa5JRwcAXnrpJaxatYr9ZzKZJEEEakppfQ4gb0FQipWWUndgpYVyVdqa3N45NNEujEqQ0kIpjeYcr9mIopIOLOzPoFwHpBxl3kPKUWhY9LMVFQ0A3n77qNuiUvJ5dhpi1jebjqQt+zkWuycx9Khe5jY8Z/gbi9D1ybIgJjmfqS1IP64KRtrHbx+L3OUipAE6RnqIPkQWIljja4bGbx9qm4+goP5jDAwdg7vGLoXGu4/s39CVURxaWtq1JK7T46ooj6OpbNGhozEu+VGcvvgfnLr4L+QbqmSPqcmZVidEOD5p+HM5c2BS5nmqnXZMTOecJdjpP77zPobVMGtF/Ugtyh7Q8PYnc/yGzHNUtPzA5HzJ9UW4jnDXF+5rcdeqpzVt8AXw+eIWRHbaiWxFddRoIKqWujp9TShb6WvM346lr3UFZhqwn35PRNL5HXVuHC0ncOt/T9eso0OiOuTfypUru/w9dFV9DuAarDQtbY3/t2C7YIF2ZdqaWr1zXAUhAORHcwBg2z4TRg71wPUPMMjWc4XDAYhRrgTxCgClOUnUbbu+joJ5mo8II81HzNKRtC889AHavRjy2bhvz+ByThQPb3u685im5rGSCF0lGOnCnCFUhDRAx0gzdvuI4KYrPjiSMwjnLP/EwNAxuE2/CF6e3rJ/D1dEca6l6I0SuTLK4yiKOnXwgzxn54esUNlo8iGdwAE5+HNzpg9+zmKKs21hp2lzRnhM8zQfbMti1nmCne51Uxve6VjA7v/n0XehdoaWOseb7awJ5mk+vPVFiK8n24R2sladKxwO30c1mDkOWHsIKDsyRPbvQZPSmkfag6irIX2Ne520l75mr2k34Bxm2pbkYKZdUafD1dVap9Pe5tkt/9xidM3ipZ0VwQIefflP8Dpbw6vPASCJlpaDlQb4qWtSWGnAmromxEoD1tQ1IYiAm7rW3VhpWtqaPaw0jbYmxEoLLzzCiA65cHEjOkqQ0gA/ouNKpPTJXBM6OtoRe3M1hqadZZGtAFCaW4tRU8T411JDLeL1Wh5GmmwrMZiQOsXMQ8kS1RsLkJh+DM1N43gkp0BdJWrubMGb9z4OAOhf04wnn94Hb0s7i5E+XTSMR1mjIXEBoM5YiEmZ52VjpKUQ0uQYpRhpjd8+HM0ZhEDdMFxprofGp69sJ8cV2Gjujf3/gmNjT9w6FzWpbQRFrQRDfah0M2obyzCg4xFEDKzF7dONsrHTAHB9Rpsk/pzY921h4Kb2sNN+fvthbhovoq9x51nOdz4sqY07Lz979DYcH8+MrUk/FuCZY3/joeLJ/r6d5+CuCQQ7vefrKARyEPVkW1RKPvZ+HYUAzvwj9n1fRaG2XIfBacya7q+rQK+wXfjo7wcx7PITGDEuQfSdn8mtcwo1TZwXV6KmKzqvVVz6mhAzTWxc+hoNMw1AhJr+X8FMX+p8yCsHM81FTAOQjZm+GvDSJ1e91S146fiFL/W476Q7dM3ipV0pW/1z5Kgn1ee4GistlNDJkSNXp63RRKP5KIEQKCm+vdLeiJSxccClEBT+ar2ZKM2tRWyaFg1GUBGvgBgXTQhKUljYmnId/AU3MwBQa4rAn4bp2b9v/kspvC3tAKy4WiH9iYbEZfYJxcHt4nPwUbzVLGFNCiENKMdI7/zeE7XN/VDZ+jnuDlyG3r6B1NelyVVRHMDt4HBFvotCQzX7/ajh8KSMCWUx1HKdndTBD6KjowMeHh44dKAOX6waimF6/rHS2Oka7N7ihTrjLaLX5Y7pRD1wzFBjFzsN3I8SQy2S9PxtQlw0wVJz7ZP/XIITY7Ro8/HCjklJSPrXPdAam0Svc8JwIwAggXMOslbUlJtQU25CAmfd5G+rxeBOgAKx9wsDasut63ijMQIwZuKh4ZmyG38CylDT0WlaxZF4pYoYo2WdHa7OGepEzo5QFXl1rLOjS9Wyzk5PkBLMNMA4RlIZII0FVXbvNfomRrLOjj1dKj6PvkmOI6fdcl6rVq0CAJw8eRIAsG7dOsXbSR18Q0MDFi5c6Mq3K1vu2JaKuhrqc9Sqx7GXtiZXtCahtuRo2prc3jlqQQiEkirCLThwCl/WPIVD536Bv64CKZN+FBXxBugqeOQjLvJVuA1gSEo0wlKJoQb6DIuIyAQA+Zn+uBTPPPWJKqxH0h5rFCJQV4lRE3+GLtrI65kjJEURR2hsRguVrkaIUyYB8U2KrFZoqEZYdDUeXnhENl3N1HwUBfUfo69fMLx7+UGu1HZyhClqbonlipQ2xyAFHrjUVAtD7Ss4dfFfsmlsQzrpauEx31LHOndMcxvg2pobuuhq0QMF7jwTzr9RnXM5oLoZY//F1Cy0+3hh1zP9qDTEBxYeREg0//ORtUJIaCTbhk36CaMzxPRG3pqUy6xJZA3rH3oeJ5v3Y++efaLXBFyHmqZBCYTrPOmpI5Sj6WtcOVqXI0xf415Pg0eGuAwzDVzddTpuqadFixaxpR7EgbnllltkbydO0OzZszF79mykpqZizpw5XfgJpOV2dFyknlqfI1f2sNKAOH9YTtqaPclpEmpPUhcsOb1zANdACAB6NKeo6RfAE9CnROPRpY/jzpaVeHTp46ivYoqhA3QVmLl0poh8RNLWnlg6iyUm1RuL2GNohKWQaKOIyAQAPrEm7HiAoZF5dLTjgX/uA2kNGqirxLOvzMIDLe9g9cZFVLoalxQ1NqNFkq5G7J9kvcSipKXIVQAQFl2Nddkv42HLaixa8pRNuhoA7N23D4UNaxAdOlpRTY6aTo7bwVEuocPj9Os54Oz09QuGfkgmTl/8D85e2so6O1JjjWxbt30J5n/wGea9z6eu0cZ0WHQ1Xlg82+bc+Cj7Reiires2bZ4lpGlRZyxg5yWhsY3/5jT6118BAOQPG47kFX/nzVcy99/euIDFywvXipBoIxsVFq4vIdFGlBpqRWvSqE4HyV9XwVvDjnl/i7zL2aLv2hHUtFBqQwmcoa/JuU4J6Wu2MNNK5QxmmlanI4WZBrqvnw5XpHwAcAMJ1FJDQwMOHTrEtmEBgDlz5mDr1q0oKyuzux0A3nrrLcyePZvdPnnyZKxfv76rPoJNuR0dO2o6KT8lTUpK++fYkq2FhrZASRUcChc+0281qmOlhbpa0tZocgWEoL2jDcVXtmJk5CQkjj7FIxkNHluM2DStiHDk7Wd9QirclpBejLg0LY+uRghLJYaaTvKSmMj0W6YWFzz9AQCP5f8Z1/XdyZ4jhkNk882m09V8sizQdL4vKbKUkMZGI1RxyVWFhmoMTS8RbKOTsOKSC/Fb7hkUX/gEwf5xuG1M1zs5QoqaW8olpLQ59VocSIFcpQ5+ECPi78WJxq9hambmhhSNTbjNtzedusYd05MzK1jCoNTc8MmyYFLmeTaqIzWfhNTDmOR8+DS34fe5/2Hf3xvmlxFFISv6ZluQmH4MAERrxXUzrClDwvVlQuc2oZ3Q2AakHGXtmo0WPHBLEs5ajuDwviLq960ENa0kDY4mR1Ldupu+ppaUZHHYSkVzpp8OkZJ+OlxxG4cSXW1Agu7ShQsXeP/MZnHkFgDy8vJ4vSdJexbi3NjaTpwhWvuWrVu3qvRJHJfb0ZEhZxuFciVnojcWVjpUnwPYXqiE6mqstFCOpK05IlekrQHyqUBSF/Sde7bjYnsNxg6cgnOFw3kko9IDSQD4hCNLpgalOUmI73TihNtKcphj+HQ1K2GJS1cjRKamvr3wn6HXAwB6tbXgxeC3WbIawNCdrLQmaYpaUU4iEvTBsshStghVZZ00NgC40jRWsI1Owvpxow69PH1x44hncEfay+jl5SPrd1HTyQGuTUx0d0jt6I4SZ2d8ymOI1o3GqeavcdRQIUn4A/jjsPmKD37qpKvJobHZIxICTCqo1Lam5rG8eUnmbPS3rUhoOQ4A2BV1I35tmwxAPPeP5SSixFAjuVaUGEyi9YVGXSP22DStiBAZp3kQvr36oKhJfKNjs1GonSgKV8701Olp6WtCKcVMyxVTpyN/bqnRT8dePbJQvROirqnGoR0dnt3yDwCioqLg7+/P/nvrrbdE7y8gIAD19fVITU1lbcRBiYuLs7ud6wAJX5cbBeouuWEEduQbJ+2YOAIiIFI68WnqqvqcrsBKA/IuEI40CQW6Lm1NSVrGpbZaxAQNQ1RAEhqNHvjLsi8wIOUo9kyNQr8wppi/wRiBz5d9jqiUfOx+cABqynXo31lH2mCMwGfLNiAqJR+7HuQf8+nyDQx1bfkw5G5hohv1xnCsWb4B0cn5KF/OEJkOPBQNS1/mZm1i0UH856OlPMBAvTEcc6evxMQZ53FqhZWuVm8Mxwcr1iM2uQBbp0XAWB4Kfx1TVL16xTqGErXCSpbavcULpUffwuTMCpRx7HXGcLy7Yi1DqGLt1RiiD4HJCKxc8SlDvFphJV6ZjOFY+fwaxCUX4oesEOSXnMX11yXDw8N2J3GuXOHkdKd+U9hLRo5GKqCXqa0UfahqsALi7MgBFHh6eOHW0QvQbLmA88Ve2Pk9AKyhEv6447CsKAVV5b1QVc4AB8Rj2jrW/fz2o3DaEGh1VrtwziTogRJDLW+eCeff3OkrkZR+HJblVlJbY1UYxvy1GiWzGLTzpvEj8eSuo6K5768LR025SbRWNBgjEJfGPJzhri9nlzHb4vWAYYsJwOc8OwDUluvYNezcsuFoMkVgdNStOHTmV7S2P4VeMqKs3QkliNBrUUG5fpwzmHj0NZoqDHU8+pocVeWZ2OsZg5m20teCR4Sg9oj1uhs8MgS1nHQ07YhQmDhZGdoRoag5zKevKVHd0WoefY3IPzkCjUX0e5W+yRG4JLENYNLxCX1NjnonROFSsZW+JkfuqI59nT17lkdd02g0so576623sG7dOmqURs52AAgKCkJdnWMPqNWU29FRSTSstD1xsdJS4mKlaXJVfY49Xr+t+hwADtXncFUhAzoglT/dnWlrcnUy14Tk3rfgTv10eHgwFTGNxgg0GiNQW16Lfpx7Miv5qJaN5oi3majHMKrBoM7juKSmpr69cOAOBtXp2dqOIR+2or5GTFFLSEvGIQpFrd4YzqJzE/TW31uKohagS0He9hSRnbt/oaGaR1iToquZjOHY+b0nTjZ+gzOXvkdS4yCEBAwS7UeTGk5Odzo4Uk7NUBVpcQV51dTzdKXzI6SzdZWz4+PdGz7evaEZcQm/7PoH2rfcA5NxMnVf7vgcordip6XmAKGrVZXXdDpFoTb3ZwhrYrohAPiHJWPHJh2LmyYa+L0Z2tsvwzSgD2rGheL0sEDE5tdTKYklhhok6OmExhKDSXKbFNUx7zsfNBpvZ/8eN/Be6PrGoMxgQkK6+LsvyzWJUNM0RacFoVzCAZKr8lwxatqe5NDXwsZoZV3jKvNMLGY6NDXYYYCPHDF1OnzMtJQCUsLQUCj/QUlDfhWLmZaSXNpan4QoXDxmxUy7pb769++vGC+9aNEiTJ8+nVdzo2Q7UU9wcgB36ppLJRdEAMirz1EquQ3BaPU5astW7xw5kkpbk8qjJuqqtDWpdIuyXHqUp6blJMJGaVgnB2CKeYNjNrPFvUSEcCSkJZFtITHfSJKU6gWEs0BdJUtdO3B3NFr6M2leaftO4Kah/+GRmkidgJCuxn2tiVN3YWxGC88uJEuRVDQpuhqxC2lsgA26WnU+Qob+BWcubcG45EeueSfnt7wq9h/AODXCf2pK6vWF76MrpFYqm9I0tvqLZ3H28o841/oZwgduFo1BQDw+STNRe2OdwDi4diGNjTw8sDX/bpq6C3WCeaMNqcTD+f9m//7xrih0gD/3AbAPP2iERuJ80KiOANBgLBTZY9O0CI428siRof2iMTbmbnh5iKM5tqLfV3v6GtDz6nSkgARC+Q8NkwQS2EqbByCrTgewX69sT1wggVvqavPmzYiPj5dEQ9O2k3odoRoaGiS3daXcjo5MOTqx5IIIiGwtFA35VS7rn9OdEjYJlVJPTlsDlEAI2vFTw7v4vmgtayPEoseiPuHR1biEo+Wb5/NuLAgVaXbUGrzJ2cYlKb29cQH0GRYAfPLSQ0vnIecuxrn2bGvH3wbdxSM4EaVPsVDpaoG6Sjy3+Ak8H7lekiA1d8kc1nkZn9FKJVFxCVVrsxbzbgCliFdaXSWeeOtl/GvHTjz8sCcmT5gg63u/mpwcrkPxW16VS50auRK+B+F7dKXUAhUocXbCgpJw1/UP40R1LnrHf4EF7z8loq7RxmdYdDXmvf8kZjy/GvM/fEqSxhYWXc06RTRSIcBQDJ9b/AR1/r2wZDaeHbBWREN89pVZeK/w/9hanZpxoai7vp1KXAyJNmLOyzNFhEaybdaSmSx1jWwbnWHGsux5IhJkgK4Cr26ay1LXiLNzyVyPHRc+xaF9VpCDoxJG03sKfQ3gU0LVwEwDPadOR45s1RUD1nR9R4AEvQdHU4EEbqkrUndDIjUENGBvO6njodXqTJ5Mj4Z3pdyOjgJ1BYgAsL9gKNXVUJ/DlRxcZ3emrTkLIdizdzcuttdgTJQ1xYNLLOKSjKQIR7RtAzsJS1ySkm+2la7GJS/95eSjbG3OpCIDBn95gkdwskd9ik0ukEWQSkk/jkR9iCSJimtnaGx0qhWXeKXx24fPP2/FqFHAhg3tGJxCpzpx5ayT01XYaKmoTU+UVLTHlVIjuqPE2Zl6fyD++Edg3jygqNgia3xOzqyEb28Lx06nsU3OZG78pOYY2WZvnvlmW+DTST0klESvbe1Y+tMy9nV23BFOJS7ekHkOvtkW0RoCANfNOAsNZxt3TZJjH5ByFADg4+WHspb9KGm20hyJBqYFqdJTx5WylzUAyI/ycGUPMy1MBxemi9PSy13VT0eqHrhvcoRsIIFScYEEbrlehw4dwqFDh5CamoqysjKUlZVh/fr1CAoKkrX9pZde4hHWNm/ebDe1ravkdnQcFBdEoLTZ1cXiClUahXZF/xzA+fqcUAf6BMi5cMi5AAnlio7aSnvnlDTtQlDvCAwMtNarnCscDjNLUeITjmh22jZCTOKTlBi6GmAlL1kme+PDCc8xL9LegdEbK3lEJkJwSkjTSlKftmZFsBQ1KYJU8zRvFOYwRdG2SFR8GhudakWIVwV5RuTnJmDdWh98/z2ADg1OFInrfrhSw8kBXBvFoTk4V5O60uFRK5VNjrNzoigFr7/mg9RUYP9+L/y40VonJEVkE9ulCYOJ+hD8nBVOnWOANJFNaC/unGenOXS1+0b8EwGmSwCAwpRhOPLwcOqa0ExZQwBmHZFak+TQ2M4VDgcA+PTyxbDwG1DSvBsdHR2yfhslPXUAx5uHAvT0ZjlSSgHVpWplt1VQQ7R+OlKSm+auVHIbhxIxQALn0tp6oto7gPZ2j679J2+qAWAiMzfffDMWLVqE+Ph49t+iRYtYcpqt7QCwcOFCNDQ0YPPmzdi8eTMMBgPbWLS75YYRqCglIAIiZxqF2pIz9Tlq98/hSs36HHs6m2uSlbZ2OtfUZWlrrW0WlJkP4PpBD/DqcxqNEXh96mqMf+gsj2TUYIzA0mnvYcIMvp1se3nae7huxlmWmETsC6euQmL6MTQvH8cjNa1ZvgGn7u+Fil4MhCAhtwa98vvio+UbEJOcj9OdNDaghj2GRn0ylofigzfXi+hqXILUz5nhCNClsHYpEtWTmW9icmYlj6wGiKlWJmM4TM1b0d8zBG//cQ0GJRfiRFEKTEbpsd7TnRyuQ3C1OTc0cT8D+WyuABhwqWyOQApSxoSiMK/aLqDAZAzDuwvW4Knp+TiVPwyV5V6oLDdi6BgddXwyxzD23n4HUJCTwKOr0eZAVXkonpr2Jm7NrOTNJXLM6hXr4Oe3H+YV46nUw1MrhsJY7gNjOQMu4M7lMekV2DozAQDw5InNWOD9GUtcJK+z9o0N8PXbD/Py8dT1JSG9GC3LxvHWl8+WbYDGbz9alo3n2T9f9jl8/faj9IEkBIZZX2tU5GTknf0RB/blYtyEdNH3LBdKAKhLX4tM0+K84NgIvRZnDSZE2cgOkAMg0KUyIIOIMd0TiRKKqdOpQrDM63t9vhGBw+hzyw0kuLZE8NGObifi1u08+OCDqrw3NeR2dFwktUEEShuFSkluQWJXSc36nJ5EW5NKxyjMPY3YkGEYGTmJZy/NrQWgQ/6vYrpZTTndXmIwIS4tGUcoRLSach38dWJ7nTEcfxswmv07/d9MZ2kukYkhrVk/u5DWVCyDLLV7ixcAIEDHtwv3ZyhrKTBQaGwAn2p1MKcExy9uwMWyoYgMXmzTweGqJzo515qDQxM3wgOo7/B0pbNjMoahvb0NF/tuREttJABd5zZpKqAJ96GqvAZaO3MgUR+CYwbg4PahoImQ2koMtUjSW+3ceZmQBpR0rjlc+8hfzmN3ZhzMfXohVx+HvZ9loG+jhff69cZwnDDciAS9mNDVLywZezfpkEChPZ403AQAGKzn24EHUFtuQiDnK40PHom+mkCUNu/BOPAdHVtIaaHUoK85KldhpoWqOmhiMdMAkx7OzYqoPlyLUAcx0kKZjhqhHS6eO/5DwyQzSvxTItBYSMdKM41DK+AvAyt9sfg8+ilASbvllqNyp665UGqCCADHGoXSCg4dr9fp2fU5XSG5tDWAHuXp66XF3Lufw6R7jrHFukSjpphFJKNSQy1GZ4jtRDRiEsAUEnMJS0S1N3agYWggACC8pBFRRQ0AmCLmUZT9yTYh9SlBH0wlRQFM0fXNU3dTyVJjKDQ2KbIad1ut8SiONfwZHh6euGnEM6L9aDqaV9XjnJyrPUXNEQnhBWrK2TQ2JePDw8MDFaYCFDdswOHcUwCkxy6xE+AAkRSNLSy6GmEx34js5JjRE3+BLpr/kIo2L4sNNby5rGlqw8ifmetPu68Xyp+2UOlt10/dKSI0Asz6MmHqDtQbi0T2exflUWmPwyb9hGCBPTDMiAWP3Izr4kdDrpylr0nZHElf68l1OsI6Wrl1OkrvA5T07ZOSM0ACADwggZu85pZcuR0dGbpccu6qBREA8hc04QJZfbjmqq3PcQYr7aq0NXNrE+r7/4rfvfSYiEwUHG1k6WpcklFItBFPLJ0lIh+VGEwIiTaydDUuManeWIBVmxaICEuBukqcetLqfNy84wg8YCU1PdDyDp55eRbSp1if+BK6E6E+1RmZgmspUlSQrhIvLJ6NuZGfSdLVuPbxGa1UchXAp1qNf/hlmJqPYOLIZ+Gn8bf7XSvBCAvlCifnf9HBEcpVNTxqODtyxouHhyduHvUCOjzMKGn4B0zV+ZJUQGJft30JwqKtePX5Hz5FpbGtyV6MuZGfiahr3Hn2UfaL7PwTzstAXSUS0rTQRRvZuUwIimlbyuHZ1g4A2D58JB5d+ixvTXj6lVl4csCneHvjAhHV8alXGKrjG9nzeHQ1siYtE9jJGvbqprmor2LeKyFKLh20Gau/ewsNVXR4iFQUnCY59DVhOjIgjZmmSQ5muqfV6dDSzuXW6QC2gQRSciWQALA2ZCd10W65pVRuR8cBcUEEStWTQAS0BbAn1ud0NVYacE3a2o59W5FVugbVn/HJRKW5tRj/0FkRXa3UUIvB6cWS1LXrZpylUtcS049RCUs+Y8/jx953MJ+v8QymNP0XgJXURAhOQuoT97WS048hQR8si8YmRVfTZFmg8dvfaaeTq7jb2tqANWvacEN6CmLDxPn9QjlTl+MqJwf433VwuBJCC9SSGoACOc5Ov96huH7YHBib9sM7ZBt17ArH9OTMShQaqpk5wNtfPDdo1DXh/KPZyTFJ6cd59pjkfPSvNWN86REAgKl3MP599B4qidE328KjrnHpjZpsC5UEqcm2wLuT+Ca0Dx5bDIBPlFz3nAUl3l+Kvlcl8IGuoK+plQbN1Ol0X9NEWn88qfT1nggkUFrz7JZbNLkdHSdFJqIrSCGuBhEA9IWwqyS3PkeO1K7PoUnJBZZ24T5tNmBAUDQinxaTiaRIRuamcVQ7IKSrMcSkEkMNjuUk8ohMhLD0r9A72WOf6PgMZwuZuhguqal5mjT1qXmaN4pyEkV2Lg3q56xwSboa116Qk4Ah+hBJchVzTAqarvjAywvYucMHY5Pm2P3ee7KT45ZVrkhnc8bZIeNFjrMzJGoSBoSMROGJFjRdYRru2qauMfafssLt0tiap3nbpK41NY1DsaFGcv41NY/lUNSsBMWR/7J+JxsmzRSRGMn+O7KsD+G464t5mg92fc1c64RrVWlOEt1+gLGfKxzO2o8HeeEHQ5Ei+pqS9DVXKmKMVnE/nZ4m5elq0nPJVt0wkZIojpK65qtO7R7d888tAG4YgaoiTo/cCXuhsNLhcC6RUhBBT2oUKlRX1+coTVET6pTBJPtJZFt7K86YD+H6qPvxl2W3Y0DKUZxbNhyNxggAtSyxKColn0NXq2UJR1x7Sed30GCMwKfLN2Bgcj6HulYDf10y1izfgOjkfJaw1O4J7B0VDwDwbG+H5Y2RaDYGAGCKkT9avgE+fvvQ9OZYHniAS3famhnBAg64dLVTAoKUFF2N2H+aFo6q8lD46+hkNSKTMRz3j52DW++/gobKcbhc7zr4gNpOjtvBkaehY0JRkFeN3/KqVIEVOAMoIHACe/Lw8MCdaUvg3csXT0y+HcPSSmBuGi+irnHH9BA9cNwAvPv8p8zcKKLPja2ZEagq90JKZ4E/fZ7VStIQ643hmDt9JW7OrOAQFIH++3shtLIR1eH+2ON7A0Z67EUQmlgSI1krasp9ENj5tfHWlzeGoaZcg0AdRGtSTbkGATqI1rDacg1qy2sxOC0Cf1n2BRPZMXriYstbyNmXh7ET9FBbp3NNiOFE4wlmmmsjmGlh1P5srglRTjYglUNjo6kqz8RmLoSkBqPqYC0LJAgeEYLqQzVsGnjwyBBUH67hAQmYv8UwCTlSG0gAMPXGSoAEfRKicLnEsbIAt9yyJ7ej4yL1URhytQUiaMivUg1EIFe0RqHc+pzqQ7W8+pyqgyZRfY4jcmV9jpy0tdOUC6Aa2rNvDywdl5ESNgGNxohOB4ehrRFUaoMxgkW1lhqs9VJcO1Ec5RiuhKS0U8OCcCWyD3PsQRPaSwJ4++/b0gvADTzaGve1mO2Avw2CFCm6tkVjqzOGo6q8GkM4hCcpctURwznkGjeiuHogMsbeJ9oulKN1OW4np3vV05wdexQ2APDu5YuOjg7UtTbin1/HI30cf/xKjendW7xQZ7xFZCdzI0AHVJXXULdxVWxgUNL1lHP4hyXjq1U6JHHmmAeAoT9V49dHmfq2326OwKQvTwIQrhUmlBhqWAIbf32xrqtce7yeWa8G64N59tg0a8ovWfN0nq3w8/4Ip8wGjAXf0SHNQ+VgpqPTglyOmQZgFzMNMOnVAxSS1irzTAjvvI6FpgaLwD5KpB0RCpMgHa3mcC1CZJDZAoeFqQIZ4KpfcgQuFkk7QUR9hkThsoM1z0RuIIFbcuROXXOxLhafvypBBIDz9TpcEIEjBZhyCj2V1Oc4qlO5Jtlpa2W59ChPR0cbEkPHItI/QfZ54xWm45UYpItOd3NSBEdsozvVNCeHt11v/8KZSEHUcsXgpOU9eTx36Wc0t9difPJjdvd1tl+O28npXqmdyuZszY4cp7m9oxV7Cz/HicavUSDjPHLHPQAeqU0oOfOQpmHbK+HRCSU4eJ0O7ZSr/yA7a06JkxF1L89eGBKajtNmg6LjuiN9TU46tFzSGrdOR610bSm5EkhgyymSAyQArOQ1R8Ulr7nllhy5HR07unLivGoTytkJDthGPPZkEAHAX+DlFmjKivB0QX2OUEovvFGakXg8/S14eHjAX1eBlEk/ivDSBM0qREVz7UzvHC1vGxcvTW5UAnWVLF66qU8vnLudaRDa52IzHuz9tQgxq4s2ilC1RIG6SkycuouKkSZ4aTkI3SBdJSZP3SOJ4uXaD+aUoPzK9xgWexeC+suj7TiasqaGk0Nu0N3AAeekJqjA0d9V7jjy8vTG+JSZMJnzYWo+ytsmhZ0Oi65GeMy31LlB5ozwYYEUxr3OWEids4G6Stw0dRfqBLjoKM0ZjD7NwAyaInqjbEQQuz8NRQ/w1xfhumNvrSIqza3lrXk3xk/HhH6P4qTM6IsSUIGUnE1T5kppnY6rHRt7UlKH6yiQQG49sSOp+r0TotzkNbecktvRUaArx886RVwD5E30xoIqmwuHLdTj1QIiAJRfAHpSfQ4g/wKcv/8EalrK0N7RzqJW72xZiUeWPMb2m+CiWR9f8jjbn4KLcn1i6Sxe3wqCfyV4abKNIGMJXrr8dg3afZkGno/hM2Sa32bRswBQZyzAB5sW8VC1RIG6Sjy3+Ak8H7lehJHm4qXDoquRqA+RxEgH6Soxb/EczI/8DIuWPEVF8RJEb0GeEacv/hueHr2gH/KQ3e/X2ZQ1Z+WO4qgrtZ0dR+EEcsZVXPg4RGiH4kRjNvIN0mOa2NdtX4L5H3wmwkvT5gzZRsO4j81owYdZ4jlLsNPPDliL1RsX8ezPvjILi/NfZl9777Ag0VpB9i8x1IjWFxpemiDv4/VaNBgLRYj82DQtgqON7Jr36NLHkZzQB9ddd6Pkd+osZlq4tkthpntSPx2ahH3pnElv4ypwWFiXNg7vmxjpFHnNLbecldvRcULOENeUTnxn1ZULmyOqkIGRBnp2fY7UBbq0eQ/+1bAEbe2tPNSqJtuC8Q8xYXghmnXCDLHdJ8uMhPRi9nW5+FefLDMSO9GzXGSsT5YFR9KsfWd+/6+/8dCzgBhJK8TbEly0ECPNPSYl/TgAMUaai9DlY6fpKF5ivyF9Gm5OfQG+Pv1kffdKozlq1eX0ZCfncF6V7H89TWojqF2Vwubh4YGxyY/gcut51DQfAiA9psV2Ono9LrkAifoQFBqqZWHcpealb7Z1jhOE/F2ff4+A5noAwPlbIxE2rFiEoidRYeH6QtDT3n77qch7KRT+4LF8+4CUozhasRN5lzaJvs/uxEw7k+6stJ+OUI40DhU18D4sPz1NrvyHhkkCj/xTImSR15ToWiWvtbd7dss/txi5vwk70sTJC5U6wnuXE92xtZAoIa4BytGSRKIF1UUgArXUXfU5AP1CfdZyBLFBw+Ht5cNDrZqn+bC4aC6a1Za9pBPlCvDxr83TfNDcNA4AHxlb8VA4jg9ikNCBtZcw/KajIvRscc4QKqoWALZmRaB5mrdomxA73dR5biFGmiB0f8oKZ1+HsdNRvD9u1KGjowNB/aJk98zprrqcnuTkSDkvQ/Whdv9JHd/dDpBazo6j9Tpyx1V4UBJu078Ire9wFOQZJfHSXHvzFWn0epkNvDRt/knPSx9sy2Ki/wQh73NDC6a0fQcAaO3nja2et1BR9AAdXx+XpkVJThIVeV8qZT/At58rHI6aS+U4cuU7tLW3yf49uqtOR07jUKVSu3EoLe2cVndLU+CwMKfARVKyBViiSSnACXDX6bglT27qmsq6eOy8QxPWlrqDuCZcOLnENTkSggi6slGoq6XkgtvaZkGlpQi3hjAF9Y1GBrXq7bcPpVOT0C+M+W25aNbd0wagv85qJyjXXdOi0C8smX1tLv51x/RI+OusiFmCjN247T50/J55njFkVy0+/nEDYpLzWfRssaEGCWnJVFQtABjLQ/HBm+tFGGku9vbnzHAE6MSo3DIBdnrVm2sZ5O6KFEkU76myehy78hp0FxZC2z/G5nfbnSlr3e3kCJ2QoU44bVLHFhiqeecZpQIRTanUIrIREpsjkkNhGxRxHRABFBqqYDJGUJHp3LG+NSscWjtzBmAobYAY407mn5/ffphXjOfhpdm5/OZQGMt9EKSzIuRjkvPh/cUA4Fnm9beGxYpQ9ES5W7wBCPH1QE25ToS8J/ZXHnwX1884x7P3C0vGaw+8h+seOssi9QeHjMZPx7/AgX0HMOG6CXZ/g4FpQTiT23P709gT0zjUhIgxrm92CtBJbF0pJeS1i8Vn0S/JuTYbbrllS25Hx4W6KDOlrbGwstuJa64GEXClZqfo7gARAPJTLPbt349WWJAQMoa1NRojUJp7Ew+NCjCOi2EL04Cwv45vbzBGoKbchH6Cn7TBGNF5Q8JHPxNk7M65sawtaW+1CDst3J8mW7jo3Vu8RMXTUthpKeQusRfkGXHm0ve40tKAfn7yxmN3pKx1l5OjpnMjR8LXP2zoHqdHTfy0UuS03N46AFBw6r84VPM9PAxLMUxve6z765h5QcYhbY4l6kNwzFBjc/6VGG4AACRxSM1CXLTQHtqrA5rHWmDu643zt0ai5utI1G/nv/4gvRYnDCZJfH3uFg0ajLfxbPF6LU4agPxfU0T715brUMixDwgYAj/vvjhrOQpA7OjIxUzTFE3pnUPrpwOA2k/Hnkjj0AF2rj0VhjpEKMROu0qBw0Jh+q0aWpkPLOuOViNouHh9YchrFZL3Fo0FVZIPX7m6WFyBfknq3/O45RZN7tQ1F0suWlqOXElc62o5AiKQUwgqFK3g9HSuiVqf44yk6nMs7VcQHZCEsP5xrM1fV4Fx03ZQiUXjp+7A6AyzyB4S8w0PRMDddv3UndBnWHj2QF0lYu/Yg+oJzMXK39iE8BMXEKirxKhOwlIxB0cdqKsUEZzIdinqU5CuEjdP3W2TIEU0RB8iSaIi9v66ElRe2Y2R8ffBx7u36LNy5Wg0B1AHJd2VTo5UKlpXi5bq1mXnViGNzZkUNjnjTesfi4stZ1DTfNDuWBfapUiFAGAyFkjOvxkLD0MXzV/7uXM5IU3LzmMy94O1FRiSw9ha+3nDONFDFnWNKC5Ni5BoI5W6JmUPjjbySJOeHl6I147COQufVgcor9MRAgnkila3CdgHEsiRWkACV0qqbrcnkte46j04mkVMu+WWHLkjOl0kuWhpeyz6a4W4xpVcEIE9SV2gpC5oQgmf7KlRnxPrm4ZJaXewfxPqmk+WGZbMDfh82edoMEaw1DXG/jk+W7aBtT+xdBZjX6DBp8s3sE9YCRWJHLNm+QbUG8NZktI/Cn6Hjl7Ms4ykvUYEdZKXfLIssLzig5NHV8I/LJklNflkWWBZ4oMPVqxnnwiPzWjB3CVz2G2rV6xDnTEcQbpKvLB4NnyzW2DO/CveXbGWtc9f8iQ0WRaYl/hgzrQ3AISyJCqNrxnmZg1WPr8GJmM4z76n2BOawt4YFnuXrO/bkWiOGnU5XeXkcB2J7nBspMR9L10Z5VEjsuPKFLbwoCREhYzC2UvfYv7qz9C7T4vkWDc3azDn6AoUGoDrM9ow/8OnWPu7z3/KRnDGZ7Ri3uKX4JvdIpp/ZF7ek+WNP735GTv3hXMZ8GGpa2TuF/3rBxy9mVlHmh45j/s/fQeWV3zYNQRgnJanXlnIrC+vWNeeAF0FXvzTPGiyLbAs1fDWqvkfWe3ctW3uR3NZ+1+WfYFGYwQmxN6PU03K6KWnDCbEujCK39WNQ4WqyjOx18KQ1GBUHaxF2Gjm7+ARIag+VMNLC68+XItQGY1BhXJFo1B7ulBYif4p9KwBe2IQ02fRN3GAyu/Krf8FuSM6MtVVaGlA/pMRuao9Uu0wiEAoIeJSiMDsbqkJIqBJaX3OpTYB6pRDXeOSiYR0NSk7IR8BQioSQ0wCrNS1//a7k913yIEalrxE9k/qJKVJkZ1sbYsVUdToBKmh6SUYog+xS6Jqbwf27m3HbTeluCSao2ZdjqtFoiXdGb2RK2GUx+XnU8nJdBWYIHXwVDQ2VeFATgsA29S1yZmVnfYCKo2NbLNPV2uBxm+fyM7dXzj3b8Ev8G5qBQD84nEr2rd78NYQALgh8xx17RmYnA9NtoW6VsmxD0hhojjxwSMx+YaMLu2n44jUbBzKlRBIEJqqzGGh1c12NXkNsA1MInK4f44bMe2WCnI7Og7KEcoaUVejpZ1R9eFa0YIqRF0KiWtCEIFSyQUR9PT6nL379+HvtXNgvHiatZ0rHA7zNB8Rmehs4TBJu5B8RHSmaBia2WOsxKTyomG4nNkbv+hvAQD0vmRGRGkjS14i+xfnDAFAJziRdBdbdCc+RY1OkCrISei02yZReXoCOQd8kBT5e1nfrSOktauhLoebonY1qatT2tRIYXOFIoOHQaeNwt49TN8qKeoa1/5TVrjAbqWulXHmmS3qWlFOItV+qmgoEtK02JYVwbOfz09G7BGmVrKmTygOZaaKqGvlvPXFuvacKZK3VknZzxUOZ89xtGIHTpvzqN+lkn46NNHSkdVsHOqI1KxPFao7yGu2QEmO6lpETHe0e3TLP7cYuVPXnNSl4vMuRUtLLST1+UZZRX9KRSOuOavu7gztakldkI2W4/Dt1Qchfa2I8kZjBF6fuhrjHzrLIxM1GCOwdNp7mDBDbF/84LtISC9G0/JxvMLgBmMEXpz+Dm7IPMcjJtUbw/Fi1re4sIDpnxN7sB6e7Xzy0rapEfDvJLjxSE0sda0GCfpg1BnB0tW41KfdW7xQevQtTM6s4JGiuASpn6aFo6o8FP46MV2NS6J6bOJrSJ1cgovVE3DBZHtMd0c0pyucnKvVweGKvHdCa3NVKptaKWxHDMrBBPbS1zw8PHDfuD+h9bwJK1/YD3PTeEnCoMkYjiF64LgBePf5TxnqWhGfulZnDMd7bzJ0NcuK8VTq4akVQ2Es92bpajSCorFcx859QlyMP2RCyVjmN3tv0BtIX17NA5LUG8Px4vR3cFPmeR51rcEYgbVvfA4/3/1oWTaOZ/9s2QZo/PajZdl4nv3zZZ/Dt9PeyFnDDp77GRevXMbN4IMNlFLWTuWaeHCX6DRxQ9ABaVqcE9hI41BXAQm40qVqYTzUdY5WTyCvNRZWwF9BulqfhChcLnHX37ilrtyOjorqKU8iTEeNPZq45giIwBEpARHQ6nOUiBblqWw5hoGBKfD04AdOa8t1yP81WbR/jQ07Fyst3HZku3jb4dgE9v/xnHRDQl4yltfAnzNEHKGuBehSkLddTFgi+1eVV2MIh8gmRV0rLDXi6wN/wUOT0hAooz9oV0dzALeTo0RD9aE8NLUrHB61SGxKKWxy5OXljZrKEBzKiUX6OP54l5oDUnOMbDtmuF40hvnH1KLYUIMkfYhssmL8Qeu68IvPaCQYfxMdU1Ouw6ZVOiQIyIoNxggcyr0JCYIb/QZjBE4absJgfbDIfir3JgDA4DSrPSZwKLZW/x1t7W3w8vSifn57ik4LQrnK6OmzuSZEOZkGHTZGiwqDqceQ1wAGRCSXvNZVciOm3SL67bffsHXrVphMJpSVlSEoKAjx8fEICAjAtGnT0L9/f4de1526prKU9tBxFVr6alGFzI7S9ohrzoIIaHKm83Z7Rzuq244jbYyGJQ0BQGluLYIVEotCoo0i8hEAlBhqOreJiUnHh/dl/x932PrdEPKSTkBw45KauDQ2wDZ1jUaKIvYwAQ2KRpwqyDOi4vIOBPvHIaCv7ULT7ozmuELCWpxrSV1Ru+Os8+mo8ytnHOYe/wpHGlbhqIFfzylFXTMZCySpa4RuaDIWiOxkXiZwHAsaQREA6owFLHERAPxrzQguv8RsSw2CT5x4DdVnWHD91J1UQuSEqXRy5L2L8tBgLBTZ734xD8GCdScmaChaOprR3O8z3joppYFpQS5vHOrqOs/ukhIAUUBKmCTJlUFMd28zYbeuLb3zzjsYM2YM3nrrLfj7+2PMmDF48cUX8eCDDyI2Nhb19fWYNWsWpk+fjl9//VXx67sdHRfpYvH5HouW7knENUA9FGdXgAjk1uecLd8Hvz5NeDRqNx5d+jh7EQ+ONuK1b+Yho2UlZi6dyd4oNBgLsXzzfNzdsgpPLJ3F2gN0FXgjex7ubVmFp16ZxbuxCIk2YtWmBbi/5R08/cos9gbGM6EBtQnMU7vRljwM8C0HAJa89EDLO1i9cRG7PyE1TbW8ixeWzIYuupq9cSJ0p+mW9zB3yRwE6SpRaKhGWHQ15i95EjMsqzF/yZPsDRqhrs2wrMa67JfZGzpCnHr4+dVY9OHTrN3cVg9T81GkxNwODw/7OcVdGc1xZcratRbFkVJXgAqcdUaVOMNyx1/CgJvQbLmAmqZDrE1qDozPaMXabS9jxvOrMf/Dp3jODplPcyM/wydZL/HmmXBeAuK5TOZ4+hQLVm9chAda3sGznLUi5dgZAECHpycGvvwdzzki9MYnB3zKW3sI7XF21BrMWjKTZ39i6Szc3bIKy7Ln8ewzl85ERstKvLppLs+hSU7oj169gODmjXiEs072RNlrUB02RotzMh/c2VKVoK5VCPwRAoGckRRi2lH1TY6wS44FmNR9uSRat65dnTp1Ck8++SRGjx6NvLw8bNy4EU888QQeeOABjBo1CjfffDMeeOABLFiwANnZ2di4cSMOHjyIl156SdF53I7OVSS10NJXu+xdcHqCRt9ohGkxcOMZPmlo8NhiKl1tcDrd7u23n0cs4lLXEtOP8UhKhJjUONHah+e2gz8hptPOJS/5ZtMJTj5ZFiSnH2OPl6I4Tc6s4NHVpKhrUsQpYjc25cLT0wuDI29Q8+sHoA5pze3kOC9XOjvO9tdxVVQnqF8UdIFDYGw6gILOcWiLPOjb28Kx86lrGg5dTWrOyrH7ZlvtZE244dI+9lx7z03gUdeieaQ2PnWNrFWabAuVEGnLTtZCAIgbcQzzrwdizwLeWWZEcrYNTAtyGkigllwJvrFFXgsR/C0EAQWPDEG1TOCAUGqRWLtD7l46V78aGxuxefNmrF27FpMmTZJ93IIFC/Diiy/i3XfflX2M29HpAl0srpAFH2gsqHIJWlotVR+q5S20VQdNIuKas5JDXANce+FRIqkLcen+RLQ+pIHXzXzSUOmBJCqZqDSHbi8R2LnUtWM5iTySEiEmGfxGs/uMG7QfpzvtQuqaPYITbdspCbqaFHXNFnGqIM+I9o4WDIq4DhrvPja/56N5VV0ezXE7OeqpK5wdZ+SKqM6gyOtRbylEa3sTANvkweYrPhw7n7pG5lPzNG/JOXuqaCgS9MHYKqCr8SmJVjtZE3y394VXB4OZ3p18vYi6ZmHP7cOjrpE1yTzNh0pXs2XnUtfOFQ7H63/V4I7pQEumBuc525RKWFcZnaYVUdYGUGwAvZ6zK6Q2qEc7ItQliGkANhHTcuUMcZbppeNYa4/uVnubZ7f868ny9/fHggULHD52/vz5svd3wwhk6Gp/cuDokxsaWtqehGjpnkRccxVulJbO9vejXyDnzkn448zhOLdsOEsaqi3X4fNlnyMqJZ9HV6sp1+GzZRuo9k+Xb8DA5Hwe+YhsW7N8A6KT83nUtYIQprjao6MdR5Y/jCYj85sQ6pqP3z40rRjLo7QRUtPWaRHw11nhBkK60+4tXqyd0NWE1LU5097A5MxKlK1IsUmcAoy4Y+JjTn//NDkTzXFVXc7/qpNDxIUUuAJQ4CiYwJkmorYUHzEBx89uR3NbHYAYm+TBVX/8FL39DsDcNE5EXWPn2ZtDsW+LF1L04nlJjjGWh1Kpa/XGcPzpzfXw8z0Ay/LxrP1KeQjCzzTiXIwWhb1SUHmpFr5oZY8h68uu6QMQqLNS1MiatGdaFM9O1rC906JQU+6DwXordS0qJR/7pkahttyHBRI0GiPw6ZKPcbbhPxh8bCou1Tj2oM8ZIEGkXovzDmQJOEpeq8gzIWJM1wEKag7XIkRmU1HTUSO0w8VwDv+hYZIpaf4pEWjIr0CAnfuMvomRuOQAsOlS8Xn0dYMKrnlduHCBBxs4fPgw8vLyEB8fj7i4OMTExDj82m5HR6acbRaqptR4skKTK9DSXLmyh4BQUk/ohMQ1AFTimjMggo6ODlS3lGJIy3AU/no7ay/NZVIMGowRPIel1EC3E9HsJYYaDNJrUW8Ej6Rk9vNCYxKDlQ45fRlNZ/gXuH1beiEh7T7ROXg0NsF1jk93qkZiJ4FJihRVVR4KA4XGJiROXW6phLmlt6xojiNyhrSmdjTnf93JIXKVs0MobF0lOajpfn4hmH7ThyjOq0FBnhFDx+gkqWsmYzj2Ga6jjln+PKuRsFtli7qWk3sDkgQEtbCCyzgXowU8PXAuoT8GHa7jHVNvDEdNuQmBnHWBrElS9v46oKbcJLL3CwNqy/lrc3HpJazb/x2maydBP95+XevAtCAGJ+3CqH5kmlYV8hrAAHe6i7ymBDEdOCysx0EGeidE4YobN33N6rbbGKz8LbfcgtTUVF4K26hRozBq1CgcPnwYs2fPxq+//orW1laHztOzY1s9VKRvjiNdey8UVsruoWNLUj10lDT9kttMTE05gpa2R1yTkjPENaGUkH6OHihFc8dFDIoORMqkH3kFtrFpWgToKkR0tXg93Q4wxbw06hrAFAxzqWvnB/dHhxczrUdeLBCRl3TRRiqRiZCadNHii6JS6lpYdDWVLMUlThXkGVFc/zl+PfyB6Hw0KUlb62nRHLeTw5cr09icqdVRo6ZLqI6ODgQPvojW9mYA0tQ1ra4Sk6fuEZHVANt0Q9q8rDMWSs7xm6buEtmHVJ5h/382KUB0zIiJPyNEQEsja1LqFDNKOGujrTWMZgeAIYOYBx1m/yOibVe71ALtXM1qVJiu1ichqse06nDLtTp58iQ2bdqE+fPnS9bpjBo1Cj///LNTER23o+OkHGkWKleOdh1WkqrWlT10hJKLlrans7mmLkGCyiWumVpPAwD++PonuLNlJY+6xiUQcalrXGIRoa6VGExInWLGU6/MolLXCBWJS107lxjAbn/47BoeYSlQV4nVGxeJiExcUtOHWYtE1Ccu3Ykgo7l0NS51zWQswNqsxXjYshqLljwlSV3rrzuOCy0nERc+XunPIEs9JZrjdnLocoWz48peR1KyF2283GxC9o7nUNt8WJK6RuzzP/gMa7e9TKWukXkWFl2NQkO1JHVtbEYLPsySnuPPDlgrWhNeu8uaPnoqzpv9P3d9eXvjAhF1jaxJxAkSrmFcO3fN4yKm/XUVeOaNZxEdAMTd8jcqda2nAAmAqwOEY0uBw0Jh+s01NTw0/S+3znDLviZPnsymq506dQq//fYb759wX0fldnRUkvsJhGO6Fp941bWehZ/GB4N2W4lFhDTEJRBx6WpSdi7hSEhd41ORGOpaqVbDbh/3zX4eYSkmOZ9HXqKRmrhkJ+E2nywLUtKPA6DR1ZhjhqaXwDe7xS51Df674OnhhdiwdJvfpaNpa47IVbU5bieHLlc5O878jmpDCfr6BSM04P/ZO/Owpu7s/7/ZEgKyBgi7goKyuSABa2tbl+7OtNO60NmndWvn12mntS6tOjNqa7XLTKfT1q39drYW0XaWOjNtpXZ3IYgLi4gCGhAIISwiQsKS3x+Xe3PX5GYl6H0/T56HnLskJPfzyT2fc87rpKG9/xTkiiOC1DXSHhhkEqSuyYtMWFBIOALW6WoDNmls9Dlh0t/rEN9O/H4ZspQwj7x2MovSKFcQhDb2nJRecBYAdw5LE7LPOkv9f4lZZyArMmJqAHD2y2EGdQ0Qv7jkCYkB4LgKMe0N8mQvHaJpqHQPdaNp4sSJ1N+RkZEwm81YtGgR9u3bh/DwcMF97ZXk6LhQ3t4s1JMrOe6SN62o1Zfy99XJVNyBZ+79LQYettDSSNIQnUBEp6sJ2emEI5K6VjvS0FPLoqhpq3PQlRkOABg33IPUjHoGYenzongGeckawYkUfVv/kgD09d1E/O8C1LXK4+k2qWt912Q4cfoKVBGTIQsIsvk525u25m3RHEnC8iYn0JnrxpqSYnJxZagGZ45PEqSukfb+azJB6hp9nAmNWYKuFmB1jPcvkXFIjNO7TwEA+oKCcCWKeC/s+aVmhMbInpNqj2cA4M5h54XsxzKo/6+paipMhXLkTQeCJvk6RV0DxJHXANdAaNylmNwoBsE0OjeK0Usnalq0S3vpSHK/zGbfUXmMJYWFhWHGjBlYtGgRtm3b5lSqGlsSjOAGk7c1C6VrrKGlhST3DUbo4E14b/O7SMw6Q6OutTMIRBa6WjuDWGSxGxiEIwt1zQIioFPXWnoS0Zs8DgCgbOjDPwJW4yKNxqbTqvDHF/mJTH/YuhtyxRH0beVSn0i602eFcQhXWehqfNS1Vm0Mtm99myBLCVDXPtmngizw30gMT/PI9yFGro7mSClr9snVcAJHCWyOyBaUICl6Gk7U7sP5OpMgdY20lxTFoVVLkNUAoXGmF6Sudeji8GThdiwobOYd4ymZlfhiaQIiVRb7G1v2Qr5cAYwsmOomhCCs3cigrmm35ECvlSFCBc6cpNfKKTt9DgtVxeO8ph1pauacFxIbj/Ol7UjLj0K3Lh7vbX4X6nvPYPD9ZHT7Or7wJ5a8lpivRJMAYpoNpvGEVLlKtJQZEOdgdgPRS0ePGJFkNboicmLRfroVUS5MYSeahjYL1hFLkkSKr0l4VBT/dSymobiQJEfHDeo5exnBk11Xu9NZ0SrYLLTjTJtHmoWyV5Dc0UPHnbpYauAQ1y7y/LCxVwQd0eHuP+FW/UKkYSaFlSaJawCTokYS19h2uoTsAJOw1JYxjrIra004+cWdVvdn289qbkW6mjvJkHSnVm0bwlVcOykS0WuNLGXQxaFFq8PdatudjT2Ztga4vsZDcnLEydUkNmcJbKfLdJiWx0Xs8ikrLwZVNl4rNiIDkSHJMA13w6BTWx0bYSqgVcuMvPPR1ao0bchS81PXdNoY/H1HDIeuZiErGhCpYtrNX0UDI86VLmUc0svaGceMvEvqGOacZECtxoB0tdKhOaxbF49uXTz0l9qgv9SGtAJx46ZB4zrymqOIaQB2I6YBgkDqScS0N2rclAT0nL2MkAypjudG1c6dO1FXV8ewlZWVcWwAUFJSYlfvHLrGVmxLksfE122Z3ZWZLXYPndGSs83fnEFL9w1cxbn+L3HV2IkwVTODupYy4lSxCUQT1Vw7m2QkhrqmmxBC2Sd0XMYMGo2Nvj8fkalDV4W5i7/mEJwAC90plkVk46NBTVZHWyVLqeeWIEx1HkPD4jCRnkxbc5WklDX75Q6n0JEonTuuHz+/ADw87y0oA3NgaKuwSSRkiz3OSLy7EHVt1sIBzOWhq1nIijqO/baYT6nnugnjGNum8cwj9DkplbZY5Ah1LUzVjHj1h3in/UfQmk5ytvPJU7U7jTZ+Sxwhgrq7t5w7m4Z6m8Z6j8MbXR0dHdBoNKirq6MeERERjOd1dXXQaDSor693+HWkiI6b1XOWO7HzqbuyFeNcXK/TfrrN4WahAOxuFsrWaDYLHS209KlSosB4QnIgfr7pEciKjDBtkuPi6VcBKCkCEWU/8wplX75pGWVvOPMKQmIzKcKRrMgI00Y53t6yFwBBRiKpSLIiE0wbZShusIAKfrVgDW77y9cwbZThjS170amLgypZh6c2rCX23yDDH7buRqcuDhGqFvzm9bUILB6AqfA9vLZ1F7VSTNKdZEUmPFAswytbd6JDF0fRoORFJhg3EHbAjyJIyQONMPbLsf3Jt2DQxTHsez/yQU1lLuZN/Z2LviHndKqs1WXRHCllzTl5S1THHZp2uwG/+dMGhIUPCI4NY78cK89sBUBcP3zjrEMXh9jkNjy94TlqLJNjlj5eTYXvMcb4UxtWQFZkwvf2yfD00u2IVGUjQtWCJzYug+++Iawz/z8YfQLRGEvUzbHnlzVnXgYQLTAnyTlz2J7NFjt9zntn8zsAiDqgMFUzfr7pEQR8YMQKOTAQcg7AXaPw7XCVkK/EZS+u5fG0wrKJPjsROeKine5WUFoyrp3XjvbbkOSEVqxYgZdeeknUvuvWrXP4daSIjgckpm/OaMvdK0DNZR0e7aHjaoldQeweIm50pxe085KGxJKJSJKRPdQ1XaJlOM8oOskhLGUUnLOL1ERuk/HQ1YSoa2y6GpssZTIBx46bMWOaZdX4epPk5Dgmb/rc7O2pYyvNsuOKFr//+2qcqRgAIExdkwcakV1QSx0nNM6yrIxlW/bAYhMyRuiJE0bmEP/Ph5ClI97P1ZRxGPL34cwvtxY2oVajF5yT7CVKAhbqms8XwKRwYCjsPO/n502IaXsVm6d0WSsFR6ScFiO6Z15ETqxdvfjostX7DyDuha7Y2VeHrqD0JK9o2i7JNVq5cqVb9mVLcnQkURrNnjqOylM9dMTq6pABcv8gdNXn85KGxJKJSJIRH3WNFJuK1BpKRGFCuq8h8EEjZb9YnYOzGj36+mfZRWoit5l4qE9CNCg6QYqPLFVZCRiNgNxsvX+OvfU5jqatuRJCIKWsOa9sdYzLPkdHUdP2Xkdi0ivDxyXA30+Go0f8AAhT14z9clzrm0XVuwmNs6rjkwXHshj72eOTAVioa5gHTAwl8uLNfr7oilHwUh0B4TnJXqIkYKGuYR6QmOmLRp5MJG9CTEvil6M9/24UDQ/5jMrDm3XlyhWkpKSI3p+978WLF0UfK6Wu2VDfhSbEZKaP9tug1Fnh+u7do6HRXOFyhYRWGOMCpkA14VGKJkRS19q1MoTEgkNd02tlCOUhFum1cmp/OuGo9GAAJo2k5dGpSOe3z8C1PxEdxsMum/DGH/ZiQmYFjbqmZ5CX2ESmJwu3Y17hZQbBCbBQ12QsIhubBvXNQeIGjk6Q4iNLna57Fz4+RxAwONPm7GNPfY4zciWEwJuiEpK8R76+flCGpuDtV4IQHzhXkLpmsRMRdmt0QyHq2mtbd0GhOArj1tm81LWGrdnQaWWIVFmoaxMyK9DxZQZwL/F+O2IV6CxnUteIcwmRIA2C5EjNQRkANmmSmD/p82Rv8wl09l7wzBfihBo1BiR5OfnzelJQehKunm3EuAzvz4yRJF6hoaFYt24dVq1aZTdK+sMPP4SPj4/o4yRHx4NyJmRLlxC20Z6Qs9hQtjs11puF8q00xsomIyWFiFaQNCFCQnQ1IbsQ4YiZYkiRlMYHU7aI1mtW6Wp8dp02Bie+yOT9Pzt0cajSzKGKoOl2i1PUhskj261R18pLIxEZMh4B/oG8rzVWJUVzXCtX46a9QTHhk9CoP43/ezkH2Syqm9CYAfipa1PU0fjmoB4dujt49wceRK2mHRlqi12IoEbaA339LLZYBc8xFomlq01UK1GnMXDsKflKBmK6WxePW5PykdLezfsZOCOyl84EF0T+49VKNIuo2WzSdCBRLUWiJEmyppdeegl79uxBeXk51q5da9Nx+fzzz7Fr1y4UFhbiwQcfFP06kqNjh67WNCHIzqagbImp1+mqaHU4FGwPfGAspqp5uy4ayxDUMxmqkAk296WjpZ1VZ6yl8WZEa59dx57VWK/PItNonFVlmQ73zVspmrg21iRFc1wjEjftKjnSUydLHYPTGvGYaTGKDpuEc41fYih0wGXndKUiWq9Rf3fG2W7kS1dqvhK1pQRi2lGFyCOh8DU7fDxAEDMbSg0U4VJIiS50ftiKzVN6dbuFiJwYGE61QekkbMgedVe1ICyL35EXUk/NZYSMgfpmSc5p+fLlaGhowM6dO1FSUgKlUonU1FSEh4cDAOrq6tDQ0IDIyEjccccdKC4utvs1JEfHQV09e3m038INp0aNwWXNQt3VGfurKzsx2PwA7pg8AWGqZiRmncG37ychJd8SLQlXNSMpqwJdukSEqrh2IoddzrCPz6wYyYUPYLxehKoFyZkVOJWwxGJr7UOEqoVIXavOYazIRqhaiPSV6myGfdbCAaRkHkJDdTZn9Tg2uQ0LCptRz9oWqWohUmqqswFYVoOVqhZO6hoAxCbpUDD3DC5UZ8Ggc91qvTP1Oa7unSPJdXJFVMdT9LWsvBibjUPTk27HzeosBAcdh7HPjzE2hMYMwBxn9PEXm9yGmXNPc8Zs5MgY79YlALDczNLHPiBj2CdkVsCnuQBAHgCgMdCP2pacWQEtax6hz0n0SA19DhNjB0DNkyeOxOCTrn24+egvMP2mKYKfo6SxpZDMePRUi6PPkgpOT0JvrYSOvlGUkpJC0dcaGhrQ1dVF4aSXLFmC1NRUhIWFOXx+ydFxQs5GdyRZ1OTGmh0hp8bVzUKHhgdxbbgboYFRFDZVVmTE/P0yvLv1XXTp4hmo1TuKZdi79R3KTqJZjRtkGPR5B106cFCuDWd2ACDeNx3/eujuFJA3KUmmRjxBw8K+sWUvAH8GYpaOl1Ylt+HpDes4qFqAuGna/Pp6BBYPMPC2bOzt+TMvAIi2ipd+eO0GLFo8iP/+JwAfvvW2oLNzpqzVY/U5rpCUtuZ6uTqq4w2KiTPgudefGBkbfxPES29/8i0A/qjStGHOwiGsfv0xatsrT75Njb8XRsalEF76/qIA/PHFPRy8tGmDDE+d3o6zGmD2wkFqrrjvCTleGngAgwF+uJoczMFLv7VlLwAZL166SxeP6GQdlm9azcBLk/ZHafZ3Nr9DOTv0eXL8/wvApv0DyAm6F4BtR2c8Gb1xYdNQLU8T6dFQTG4UWsvaqfTu6NwotJ5oR+xMy3trK29n9K5zlzrOtCFy6tiZjyWNbZHQgRkzZrjsnBJ17QaR4ZT3NxBzZ81OosgfL2eahV4buALAjHHycAqbisOAvNjEi1q1ZieRrWyU65SCGst7peFf21osP0RZ0ScZWFgSLy2Ens0sqOG1k8eQ6GlreGkSiWsNL910eRCXLwOJSQOYNGK/XiSlrUmypUmZVfjxT4xYt846Xjo1s4qqd0vNrGRts4w/PiQ8EyM9IIidnvswkZEwgTaHBBYZEXmNqJHpj1Fw8NLJAnMSOVelF5zlxUinCdgBMObJhC+JlL6+4Svu+Pi9WqpcpV1Ntm0173aVwrOEI5RhmfHoFIGUlgSYzT6j8pBESHJ0biBF5Eg3Y+5UzQmieVmwLJSBTTUukfGiVq3ZLwmgXGuOW1Y66fjX5mRLWknXifEMLOznRcTqqRB6tvr4FF47eQyJnhbCS/cvCUDl8fQRuzBeuuasH8LCgCCFDBdG7JIkWZMromWOYqZdrQvVWejr88WZM9bx0vW0sVFfnc3aZhl/fEh4+hjvXxJgEzt9kYWQDjQMAQBMkXI0nJvKwUtPUivxZVECL1669ngGL0b6vIAdYOKlFT+XwdfHF/3DPe75Aq5ztXkBYMgZBU9OQo9UEiDJDZJS12xIMdF2elpPzWUE25nG1l3VgpBMiT3vamldXHvTIIKwQ1di2GSEyCMZ2NRvFychJJb4rul46W+WJCJUZbGTaNavlzD3p6Nc9doAhI3UR9Px0mf1mUASEHh1AFcvqyhk7MUtOdBp/ZGer0SnDrx4aZ0AqhYgCE6/LNxG1OiwMLYk9vbTwjiEqYibM2t46f/9S42wcXXY9tQ2l9boOCJX3fh6e9paeZm43PjcPO+bi0Y7fc3VQAKDLhb6S3PRpD+JR+ethTLGGl6aUIcuDq88+TanRoccl3cWtvDipVMyK3G4MAGRKn68NImKpuOlL27JQeAjZiCVeO2m/vE8eGlAr1Xx4KUJOxcvTdjpSH16jQ4Dw79lKhQBv4RxjDk68XlKNGkMSBxF5HTU9Gi0j4GsDVcrKC15tN+CpDEgydGRZLdaTxgQTcsNbi0zeCRXWKwSXPyDI7ZhXaR/En41eyf1nMSmtmvbEUK7rydRq3ptO0JVfHYD7/6E+PHSvcsIvHRwl4lhZx8jhIvlQ9iSatXGoOwLbgSGPKZV20Y5X4AVvHRXL8IiJrocROCoXAUi8Ma0NdLBsVYcT+pMWSu1vzc6PNeTZEhFW/u3aPaLhpJ22diLlwaAcFUW/rIjhgPiIPfXadsRSRuXYpDz5PwBAL3hMnTWO4eXtmUHmBj+u6Y8AnPj6NfI0NVYakCSi+t2VLlKNJcZEJ83+gjqiJxYtJ9uRZREYZV0nUpKXZNkU23l7R7LCR7LGjYPwWy24FHDVM3ImvcJopKZN+PhqmbkzPsU0XbYp839FJ26SqpZKKkIVQum3PEFBscRNDbyRiVC1YIZcz9DhKqFs3/u3EMce6SqBTPnHkKkitvrKTa5DXk82yJVLcibewixycxVd6WqBeq5JVDS9q8s0+GeW/4fZmX8lHN+Z+UIce16VXlZM8rLmjE1L1aUkwOAsS95vCT7RZLXrCkkKAaDQ0YMsKIWfGOGFDnO+Mbf/MXf8Npnzj2EWQsHGOh4obFPnyuCuy2OztVwGSJULZjGM4+Qc1K4qpljz5kn3g5Y5skwVTNmjf8eYmWTOfuMz48UbNLsTiV4AZhgLGpcZjy6K7072i3pxpEU0fFydVa0Ikwgxa3jTJvVYsHRUkuZAarcG+8H4vS1g/jbZ//Gb+76p1PUtbuKZdj5gsVOEo7u3ifDzhf2UiusJBXp8v/iAbwAgHB0IlQtDOpa3ZntAJQOUdcMukq8WWSduvaDogDseHGnIEGKXKkOHyf1RHCX7IngCIk8lozweEN0J1sdg5Oa66d5aLwyCw/cvA2dDQrKZm3MRKpaBKlr5PgzFf6Zl7pm2iDDE2deAhDNO/YBGWeu+O6br0HlriVfw+OPMKlrnbo4RCfr8NjGNS6nrpk2yfHbJ55Ho3EAEzHPs1/MdSbltBi0nWxDzAxpgVKSJCmiI8kr1aQxIN6NFDZ3aMDchwBfonDYHdS1wGIL+QiwUNe6T1v48oFXBxgkJVmRCRkF5wA4Rl3LKjhnk7oWWDxglSAFAEPDRnx1+m20dzdY/QzHElr6ZFmrV6WtOePk8J3neorseAuQIFAWioSoHPj5WPphCY0ZYpswdU3OM2bZYzxzhNIoNPbZc8X4iDrLe01p56WuTSmocQt1TVZkxLGmfTjR+6ELP3FJkkZfQ8N+o/IYa7p48aJbzis5Oi5Wz9nLCJ48tvvrtJ1sR5QHuyZfLxo0G+HvRzg67qCu9S8hyEekSOra1ZvHUTZZ/xCHpHT2OJEKwkdeOqvRo6/vJkHqWtXxyRRdzRp1zRZBasDci8qL/0Fvv/v6Jd2ocodD4iqnSRJTw+YhHK16D90mi0PhKHXNyDNm2WO8eoTSKJa61l1vqcfRdSVzqGsAUHN8il3UNWPfTTAukdmkrpkK5Ri4GoNBs9GFn7gkb9a4KQnoOXv9LKhIck4rV650y3ml1DVJklykQbMJMn/ipsQd1LUvlyYgTGW5ESGpa4Z7LDcGAf1DHJKSTuuPsFgh8pKeQWpiU9datTEUXc06dc06QWpw+BoAQB4Q7I6P/oaXuxwTb0lhu17kA1+cqvsnJoUWApgNwHHq2itbd0KhOArT1tm81LWGrdnQaQMQqRJPXTPFhFKv3T0Q7hLqWpcuHpuWvIo5DzdZp65tngqz6UMMmi+47fMfLcXmKdGsMSBePfrwAUmSvFV1dXV45ZVXkJqaigULFiA0NNT2QSLkMkdn3bp18PHxwR133IF586T8WkkWNZd1uKVmp7HU4FXFooNmEwJGIjqA66lreq2eQTcDiBuYc+cs6VOy/iHK7irqmtA2e6hr3uTonCprdRlxbbTlzvSyqXmxNovrbwSdLnMdYtrHxwfygGAMmq8x7I5Q1zp0cajRzBGkrhGy9FYRQ10LCB2i7AMKP8Fj7KWr6bUqVBxmkhtT8pU4X9qOtHwLdU3mF4hBSBEdSZJuRB06dAgpKSkAgM8//xz19fVQKpV48MEHnTqvy1LX1q9fj7y8PBQXFyMvLw9qtRqvvPIKrly58boce4PaT7chIkdKP3GH6ksNvMjpm0J+jB/N3EQ9dzV1jW0HCCCBasZZ6nnAiKPjSuqaNeqTWOoa6ejIAsZBkmvl7jSz66lWx165g+gnDxhHjQdSfGNmsjoaVZo2h6lrbLsY6hq5UAIApkB/u6hrqflKdOqqeelq0ck6UdS1CIUKEX4StESSpBtRpJMDAPPnz8fy5cthNpuhVCqxdOlSHD582KHzuiyiExYWhoceeggPPfQQAGDPnj1ITU3FsmXL8Nxzz2H69OmueinR2rFjB8LDwwEAXV1dWLNmjcffg6QbRwrfMIQriAiTJ6lre2seBbAUABHRsYe6BvhzSE106lpschtWb3gO8iKTU9Q1uX8kpqZ+D4GSo+MyecIB8Zaozsmy64e8JgsIxoDJ4uhYo67FJrdh9esbPEZd+92bH1jeaJgJj28UT10LVzVj3R+fgbzYxKCuhauasfoNi51OXYtK1uHnm56hqGvY/C5UbTd78NuQJEmSt+jw4cOYN28eTp06hX379mH37t2IjIzEunXrsGjRIkRGRmLPnj12R3lcFtFZtWoV7rrrLuzduxcXL15Ed3c35s+fj+LiYpSUlLjqZURrx44dAIAVK1ZgxYoVyM3NdVuhkyRJAHCy91/4tv4AAM9S10z1MsrmNzhsN3VNyA4Q1DWS7uQMdS0kIBlzclbCz89Cm5LkvG4EaIA3ke1cobSEOQiTTaSeW6OuZRfUepS6lpJqGfsBkVftoq6Nz6yAvNjEoaslZfHbASBtFpPIlph1xoWftCRJXiKzDzDs4YfZZ7T/a7u1aNEipKWlYf78+QCAkpISnD9/Hs8++yxSUlIQFhaG5cuX48EHH8TevXtFn9dljs7MmTNRXFyMzs5OrFmzBqmpBIt/3bp1VFTFk9q2bRtWrFhBPV+wYAF2797t8fch6cZRs6kS9Qbih9qT1DWkWd6Dj5lLUrJGXbNmB1xHXTMNdaO1w5JiJ0nSjarpk36A+OBbqefWqGuVx9M9Sl1rOpdBvXZfT5hd1LVL1Tm8dLXGKn47AJw/xiS1/XV/K/a2/cSFn7YkSZLGilJTU7Fz504YDAZs27YNM2bM4N3PHicHcCB17cqVK+jo6MCECRMY9gULFuDEiRN49tlnGfalS5dSTo+nVF9fj66uLl4Hq6SkBAsWLODYjUYjjEZLEaRUWyTJGXmSunbmR2GM1/ZG6pq+/xS+/eY9/PL+g+75wCVJGiPqutqMvsFuAATgwBp1rVUb41HqWle/Bbow0C+3i7rWpYvH80texa0PN4qmrrVrVQzqWt+VYzCbLXVCkiRJ8oy6urpQXFyM/fv349ChQ4xtixcvpu7l2ffV9Pv7tWvXYuJEIlodGRmJRYsW2fUennvuOSqaI6Tu7m6UlZVh1apVos9rt6Pz4osvYs+ePTAYDJSNpCPccccdnP2FPDJ3qr6+ntceHh6Orq4u3m3btm3D7373Oze+K0k3mjxFXbt8Pgm4jWv3JuqaJEmSCH15+g0M9gZDDUvkxluoawizso0m63S1TAF7FscOWOZJSZIkjY7Ky8tRVlaGrq4udHRwe92Vl5fjwIEDHPuiRYuwf/9+dHV1Yf78+fj8888RHh6O8vJyzJw5E2az2a73sW/fPqu1N3v37sWJEydw55132lX3b3fq2sSJExlODmChI5SXl9t7Oo8qMjKS90sECGpcd3c39WhsbPTwu5N0vclT1LWEtHO8dm+irkmSJElY1saMJ6lrbNlDXQOE6WpiqWuSJEnyvHJzc7FixQrB7KuVK1fCbDYzHrt27cL+/fsBEJGcpUuXUtGe3NxcTlRIjMhyk4sXL3K27dmzB/v378eKFStQV1eHjz76SPR57Y7oLFiwgCIjAEQNzsmTJxEeHo7U1FSnedfulJCTAwByuRxyuVxwuyRJtpQWOAeqeGJJ1JPUtbfOPwbg+9T78EbqmiRJkvjlTdS1F//wN+p9BQQaPU5dO7x06Sh8A5IkXb9il2E4cq/LTkErKSlBXl4e9Xz37t2oq6tDfX096uvrsWDBAt4SEVsqLy/HypUrUV9fDx8fH+zatQvLli2jXmPPnj2YPn06ZsyYgZdffln0eW1GdB577DGKpAYQnOuUlBQcPnwYhw8fprDNK1aswLZt2+z+x9whIa+0q6vL4/VCkm4cpStuxfQEYgHAk9Q133PDlG3Yl0tS8gbqmq9PABTycAxL+feSbnANDw/Bh/bT603Utfgpluhw8Lguj1PXfnBfOBYpxd/ASJI0FmQe9sGwhx/mYYK6lpSUhLCwMOrhyH06/b6ZdGZyc3Op5wDhpJD32CtXrnSItlxXV4cTJ05geHgYQ0ND6OzspHyPzs5Oxvuw517epqOj0WhQXFyM3NxcqmnP559/DgDYvn07du7cifnz59ssIPKkyIIpvlodR7xMSZLEyDBwCdrOagCepa4Fp/RStgG5n1dS1+KCZuORu/8GXx8/F3/qN65y8+Ld3uPGG3roVGrarpseOqQCfC39pLyJulZ/yTL2h/RBHqeudV8sQIS/1DBUkiRXqbGxkVGWsX79eqfOt337dgbRmLzPDg8PR25uLlJTU7F9+3YsXrzY7nPn5eUhLMxSKLhixQqqJKazsxOhoaHUNh8f8fhsm6lr69evp5qANjQ0oKSkBJ999hlKSkrQ1dWFpUuX4o477sCCBQs4JLbR1Pr161FSUkJ9IQcOHGB8Ode7oqbFoP10KyJyrq8bBG/WqWv/wkB1Fx67+XWPUte0D1jWK0wKf6+krkkau8rNkwrFXakH5+zA2TILIERozJzT6JGlzvYodU0fbBmv5i453vo/8dS18o/l2Gsm5jZHqWvfnKxFZc8pTMRTbvv8JUm6kRQaGspwEJyRtTp8eiobCf4SohwLqaysDJGRkcjNzUVXVxe2bduGPXv2ACAcnZ6eHoSEhAAQho7xyaajQzo5AJG2tnz5cixfvhwA0/F56aWX4OPjg/Pnz4t+cXdqzZo12LFjB0WK0Gg02LVr1yi/K0muVFK+Eo2lBiTkKz36uqn5StSXGjA+P5Jh9/eR49qQBVHuKepay4ko4F7i+YDcj7J7E3Wtd6AZfzm0Dvfmb0BUWArv63hSlWVtyM4b+40oc/PiUV7W7JbGod4QzRltVWnaMC1PZXtHJ+Ut1LWBTEvEVdY/aDd1zTqNzTZ17VLnP3HRqOHdT5IkSaOrXbt2UfhoUkIpZEJZVda0fft2LF++HIsWLcLMmTOxYsUK7Nu3D+Xl5di/fz+WLVuGlStXYv/+/XZFjOyGEdDFdny8TWvWrKH+tpfnLcl1is+LRHOZAapczzoknpa/jwwDQ/0ef11Zv6XuxaTwztQwHx9/9FzTod/UM9pvBdPzYnFKuokXJSma41oNDw/hg8OPI0n+EIC7R/vtcGQKpDk6fe6tp2soNSAtP4phGxwywt/n+oMCtZYZEK+OtL2jJElerJKSEsycOZNhS01NRWpqKqNuByBq4ulRHjEKCwtDcXGx4PYFCxZg9+7dWLRoEQVEEyO78dKSrCskIwG958Y2mjpmRpTtnSRx5AcZBoZN1HNP4aWzsr+jnpM3KvbgpWs17W7HSwf4BBHvb+Aq5/ySnJM7anWkaI57ZBrsRVfvZZjBdCK8BS89QHN0AoxDduOlyTnMUbz0wLAJ/j4yzj6Srk9drbmMkAxpMcVbZI1MDBDpYnwRnO3bt2Pfvn3U8wMHDmDBggUMx0eM1q1bZ7WGKCwsDM8++6zdTACnIjqSrl+1n9Ijanr0qL1+olqJJo0B8XljJwoU5BeO0ADCSfQkXrrus1Ssxa8AAKYgf7vw0hnqOHToqvD0hnVuxUv7+SoA+KB/wHZEp6qsDVljJK2sUtOGbLV3vNczZa0uTWG7nqI5lWVtmO4FQAMyohngG0zZrOGlI1UtWP36Yx7DS5ce/oJ6X+EBHXbhpaOTdVi+aTWFiibx0ld01dhywGKn46Xp86Rpkxy7P59+XUZ0JN3YGh7yxfCQZ+MK9rxefX09Dhw4QKWJrV27Fmq1mpMJlZqaishIbmRy0aJF6OjowI4dOwAABoPBoT46ALBUADF/8eJFhzkAkqPj5YrIiUVnRTPCMq+fm47rVVOD7sP9+T8FwMJLg8BId+nimRhpK/bxmYSdgZcGgXglHR0SLx1dpgceJd5Db2gAExkLAi/dfCmTiZgFgZjt1MUhs6CGYycdnTsLWyx4aRB46Q5dHBMvDQIvbdDF8aJyDbo4+Pr4ITgwAj3X9NwPjv4Z5sWOmWjCjLxYnPSS90rW6jjr7JCfvbc4OZWaNts7jSH19BHXv9zPsoAjNGaIbZUcvDR7/NHHLHuMZxbUoPViFu/YP/5xLmeuCLipi3pfE8JrGdvIuYeBl4aRmqvSC84y7OTcliZgB5jzpAxGzLslBif+Nd4TX8V1LcPpNsTMGL2FSkljS6mpqVizZg2j3INPdXV1gttcAfu64447BKNKBw4cwOrVqx06r5S6NoYVOTUGXVXuv9GKyY1C+2nrN6h0xeUpoSs3uPEdeb/chZf+uiiReg0SLx2Z1wF/8wAAoDdCbjdeuvr4FEG8dEN1NvqXBDiNlwaAyeNWImP8na7/sCUBIJwTMo3NXmeRfoy3ODmkxgpauqrMtlPWc60NgA8C/SyrotbGTH11tsN46f4lAXbjpbX9FlCIsSrGLrx07XEmKpqc284L2AHmPGkqlGOSvBCTFbdzPrdLpR1I9TB0RpLjulrdjLDssTFuJXmPdu3ahTVr1sDPzw9paWlQq9VQq9XIy8tzqk+nFNGR5JD05e2IziXStGLzlGgta0dM7o1d29NiOov/+99LeOq2PYAb8NKXXsiBXhtAEc5IvHRyZgXkeiMGYwLQGy6zEy8N6LQxgnjpDl0cflm4DQsKm53CS2fnqVBZBoQGuXaVcVqeCqc1Og556kYW6aiUlxH1ENYiPHSHyNscnLEoW9G05Jhc3FewCX1Nlp9ea0j2Dl2cIF768SUv4s7CFsaYpeOlDxcmIFJFOE1i8dKGH0dQr22uD6HmFzF4ab1WRc1hdIy0Xqui5jw2XpqO4W/aPBVllS3oGwoG4B1OzeVSA5Kucwers8I7otKSJNXX12P9+vUIDw9n2M1mM5UW54gkR8cFCpmSgJ6aRgSnJ4k+JiwrDt1VzQgZgylpsTOVaD3hnRGb5HwltKUGJKhd8+OUolaigQclzSd/Hzn6B3vRa7qCyKA4l+OlCTEjayT+NWC+CYgBesMCYPZxLV66VRuDsi+4aFh78NIA0GWsxdHq/+CmzJ/zvo4nRZLXnEVMz8iLxUlNq9fU6dDFdnhs7edtGu20tSo3vP44RRQaq8wcuyN46VZtDE58kS24v07bjkjauBSDl+4Nt4AAgrtN6OxzDV5ayA4w8dLvaR6FWlGI6ZjCu683qrnM/t9CXbkB8XneQ2GLmuZ985cYXTuvHe23IMmF2r59uyBowJ4GoWxJqWs21Fc3tglqkjyn9BmEo9tnugLA9dQ1PmIRSUUKvUq8ptnPF33jAhgkpQx1NGpLDdT+fOQla9S12OQ2q9S1OQuHcE5jcaaECFKysPM4eeEAwqKkMeVJkSltQg9vlivS1ipFpJQJydU9dGp1f8EEdRFuu2+YYXeEuhab3MY7ZsmxrGLREMVQ10hHx69vELI+LnXtgsaAdHW03dQ1ITtgmSeDlBcxMNSPQN8Qzj7erkQXLaw5qvZTeomWKmnMa/78+Th16hRWrVqFu+66CwDQ3d2NvXv32k1ao0tydG4QKadHo7Pi+irs9TYFy8IAAL2mboomdO/Advxm/9PUDzxJXVs4sB2bi59h2JdvWobvD+zACyz7YxuX4YGBHXhs4zKGE0RS1x4ceBm3T/2KsvumXcETG5fhoYGX8cTGZdRNCkleWmx6BU9tWEHZVclteHrDSiw1vYqnN6xk3DhFqlrwZtF6PGx6Das3rKK2kdQn0k4ipkmC1I+ffA1rX3+cunFTqlrw2z/9E2YzsPSJX0GpktIlJHlO3kBcU6pacbq+GEnTPuWMDb4xA1ioaw8/+RpWv/4YY/y9WbSeM2ZJ6tpS06t4vWitzbFPUtfIueJaZAAAIFDfj0ja/PI4bR5hz0nkXEVQ14g5bPkmpp2c8x7d9CjD2aHPk/c+vpJ47THo6DgrXbkBcWOIMOoO9Z5rREhGwmi/DbdoeNgHw8O+Hn44HgEZLX344YdYs2YNZs6ciRkzZgAgkNLLli3DRx995PB5JUdHklcoUR2JVgdSAMRoQr4STaW2z52Sr4S21DpH3prk/goE+ChwxWhgUteKCboaACZdzYpdEXgUABjUNVmREVMKaqjXS6YRkyacvkjZA6a3W2hJRSZMyCReg0FeKiLISwCY1DWanTwmsHiAeF9FBHUNAIP6JC8yIbugdsTOJUiR9pl5gwCA6rMDmDRiF5KYwm5v0minWV1vuh4/z6iE42hrA3JyuGODPWbOafTIUsfwUteIYyzjkj5m6WM8sHiA1y4rMkEReAwZ6mgGda3/IzmujSPAB0FN1xjzi6yIoK4B3Dlp/IidQV0rMlJzW5qAHWBS1/R/IXqQBfmGi/o8L5V2IMWFkZTLGu9Jx24rb2c817Oet5/We6QmtquqFZFT+dPauqubEZEz+gsIkq4f1dfX47PPPsPy5ctxxx13MLaZzdyUX7GSHB0HNS4jAddqpRQcT6vZRT9GE0ZqeVyt+yN+h7ykuzk0oSPvE2ltbLradx9w7aZCOWqPZwBgUtdMhXLUHLfkrmtpxKTxky9R9up+JmHp4ggVyV3UNWOhDJXH00fs/ASp+uosBAfJMH48UHrcDxequTU/pBzBIztaT+FMWhOpsUIFG2saS5+rGMf8yJFAAEBeHndsOEJdI8elNeoan51OYqRT12qWWuaWhN4BxvxCp66x5yRXUdd6bgtAuDwKOXnpdn32rlSyF4EHYlkRntiZ3vPeJElyhyZOnCi4rbOz0+HzSjACO3WtthFBdkAHHFF4Tiy6KpoRluXd+fOeVpJaiUYvWnXjU3RAKoJlYejWhTFoQu1aGUJimdS1xq050GtlCFUxqWuNm3Og18qp/emEIyHq2qm984C1hL05OJZBUiKKifWC1LVIVRaeWPIS5hVe5qWu/eHF3ZApjqBv60281LX6rdlo1fohTCVMkDLo4rB8wRZMnfAPXK7KRXSQ625ip+WpcLpMZ3tHlkgggavkTc1DJRFytFGoI46zLQe97qIBCvk4fPDaEpj6b2aMDe6YIWrerFHXflm4TQR1jbCzx75OK0OkCgzq2r/+eR+winivEa19jPnFQl0zcOakLl086ksNSFdnOkdd+3QqHg6XI1geZvdnT0psRF5MhP96ladT2HuqmxGWxQ/aEFJvbSNCplyfaWyShFVXV4ePPvoIDz74IAM+8NFHH1nt4WNLkqNjh8ZNScTVmiaHjw/NisOVqssY56YBrJyqguFMq6hwcvSMKOhPtkE5Rmkr3qq6/iM4V9OGu6c8yqAJAZbUAyaBSMhuELALUNdotKTOWIUowhJdOm0MTnyRyfs/dejiUKWZgynqaI7d4hRZfjyFCFLKmBy0lMUgOe/6a2TnTc1Dx7q8JW3N1SCC6PCJiJffjUMfzkE269z2UtdqNHoAwtS1YweJWhth6pqBY2960OKARLb28RxjkVi6Wt3IwhTb3kBzNMh5kkhNcTx1mFQKKyqjLTVgAk+khs/mCrWWGZCo9h6iGp+U06+/OVjS2Nezzz6LJUuWYPHixQgPD0dqairq6+uRl5eHTz/91OHzSqlrIuRNCMOIHBW6K8f+DVW8G2tyPKHUfCUu8aweGgYbodH+D4CFJhTmJJmITTi6QItqkVSkRPkl+PcSTUM74xQMkhJdQuQllQDBCSAKnOcv/kaQuhapakGWOoYirwkRpJSqFtx+/5do7/sfrhm7OK8zWnJF+pok12ospa2JVUpsAWZlqfGLZyt4x4a91LU5C4cEqWtzF3+N2QsHGXZb1LVrKTRb6zVq2zSeecQe6lqaOorfnk/UmJDz5IGzz+OTLsd7ZXhCzRoDkkaZsCZJ0vWs4uJinD9/Hi+99BKWLFmC4uJip5wcQIro2JRiUiJwqd32jpJGTZdLDUjwktzqcb5KXDV2IDhKi59vWgFZkRGmTXJcPP0qACVFXaPsZ16h7Ms3LaPsDTT7YxtH7BvlAPaidGS1lqSuyYpMMG2U4YWWe2CYFIVuVSAe37gCiqJ+mDbK8MaWvQD80d1ajd+9sZbYf4MMf9i6G526OESoWvCb19cisHgApg0yvLZ1F7WCTFKcZEUmGAv/jFe27kSHLo6irsmLTDBukOGVrTsB+FEEKXmgEcZ+ObY/+RYMujjK3nPViOho4MF5AwiSf1/wc5yaF4szZa3IsqPPTZWmze7Goa5MX/PmnjpjRa6M5niTA9tvuoqrw9/iT//ahajoAd6xQY6ZlXO3AiCuIb5x1qGLQ2xyG57e8Bw1lskxSx+vpsL3GGP8qQ0rqP2fOr0dQDRFXZMVmfCn/HsApAEAIlr6OPPLW1v2ApBx5qS3t+wFIOfMYXs2W+z0Oe+dze8AIOqOSOqarMiIFyJ8ENyV5/kvR5JX61ptI8ZdpzQ2SfxKTU1Famoqw0amtDkiKaIjCQAQMyMahtPuvTHQldsfwbHVjM3bulaH+sXADDMC4r5lkIbSZp0FwKSryYqMSCvgt6eP2IUIRwC4VKQeAkgw5O8H7afJDOpahjoaGQXneOlqKQIEJ3KbjEZXE6KuWezC1DV5oBFRUUBaGtBlPObSz93VaUbOyFtSr8aqXBnN8UR9TlVZm836nEZ9OfZ9+ieYBoioqzXqWnZBLeWwC42zLCtjWYw9o+AcADCoa2eHCACK3NAPRe8gZ34JVPCTIMk5iT2H8RElrVHXGs6ZkZLKJStdKu1AqpfN8/ZotDMXDKfbEC2yx05nhWOLPt1VzQgXkTJ/teayQ+cnNVYBUJ5HSxOPsahTp07ho48+wt69exmPbdu2OXzOsflJjCGFZMSLHtxXq613MHdEjk5crpYjXaBHuwkbqRQ1f5oan8L9iTz0M2VhDNLQ+WPETQSbrnb+OL+99ngG6ksNgoQjABwqUqzWj9p24oGZHOra2eOTeelqDQIEJ3IbneIkRF2z2IWpa6T99tt9carSfniAO+Wq1f/rMeXKU6rUtHnN5+dqx7lJfwrREfGIGKmls0ZdIwmGxDb+cVZlZSzbsvcvkcHUNxuAhbqmWxgDXTDx2YdXdwHgzi81x6cgXR0tOCex5zCSriZkByzUtZ7ZQEsP4NsuTGP0tC67EFgQ7+U1O3Qpp/Jf+92VrYjIcX5chNoJJmBr3JREp9+DJO/UunXrsGjRIuzcuROfffYZ9SguLkZ9fb3D55VS17xEYdmxLq+9iZoWg3YHozQxM6LQdlKPKAeLFuPylGgpM0CV63lnJXkEHZ0wCo5Szqw0zDj8A8iMmbapa5uFqWsRqnjotfyEIxJIwKYihY73Ae4n3se7x9dDHpBIo64BOq2Kl7rWqYvDH1/cAzmLrAYwKU6fFcYhXMVPXSOOabNKXSPtNV/p0dH9V1y51obQIOtpXlVlbWMqfY2URGCzT66OgjlKW3OHzGYzGttOIcx3Gl7+daHVsVFfnYVWrT+UI/eTfOOMBBGQ45KPuqZQHIVx62zGGCfH/hdLmTS2N7bsRffd/dT7ndBhpLbR5xe9VoYIFZcEScxJBs4cRrdzqWuEE0FS1/pDPwPwZ/h1WxDX3iBbGQO2Mg5GQ+7OzPAWXTuvRdBk9xJwJXlWSqUSFy5c4N328ssvO3xeydFxk3rPNSLYhYOwu7oZYZn8uOmuqlaEZ7n3Rz0mNwpt5XpETSMcn9iZSrSeaEf0SNOy2DwlWsvaPdLEzBFNyFfiYqkBiTxEHnrvhJR8JRpKDUjOd2wFztfHF7NCfoTYUCW6daCoa2n5wPnSdqTkKxkEojQ1cF7TjolqpWiSEV10KpLK3EPZL0XH4uTuO63uz7af1dyKdDX3+yOpT63aNoSruHZSWeoYVGnaMFnNT5CiyFI99UiIOg3TwFWQtQh8Iut0xMpRzDSpyrI2ZNvhVAmJJLBJzo598oZojiNpa7bU3duCnr42pERmCtLVmHYmWZGPupaljkGHDhw7ABw7GIAM9UMcOzn2dVoDh8Z2rDuZeh7bcJVzzMi7pOz0OYlASys5drqszWHdungMtfwYhcoZmFaQwbsPW65uFuqM7M080JUbHMpwsEcxM7yfquZsGpuk60/suhy6nn32WYfPK6WuuUEhLi6cs4aLFupaPBaV6GESm7vwop2Dl3GurdRt1DXAQl6jU5HC2voRcIXoLt4+UcFLXeturRYkL81d/LUgdW3m3EOITW7j2PloUNaoa+q5JUie0IvJ8l8jKkx4UvO0XL367w037WNFrk5ZczYN0d60NVv1OQOD15AQNRXh8sk2x0a3rooTkRQaZ+S4ZNtVyW2CYzx37iGoknUc+0CBZZEk5uJVxjZHqWt1NDok3d7ASgkLUzVj6oISTEoNQICfDI5KbA8dPl3WGEatWagjtat0tZ/SI0ZkDQ5bnRWtiHJxiwl7UvBDMqRegZIsmjhxIg4fPsy77ZVXXnH4vFJEZ5TVU92MEIFIjaulnB4Nw6k2ROSMXeeIbBoa7yWreZdKOzCeFf051/clLlZ+jbf2X6VIQ+9tfhcksYhLIJJZJRaxCUfp6njUavS8VKSws91oL4hGl3Ic5vnuQfDGa3hjy1506uIwe+Egfvn8WgQWc6lrFJGp8D1B6tr9RQF49cVdgtQ1kga1dsPzlH371rc5ZKnFK+X4xe2/QUtHO2IjJsPHx7XrLY6kr7lLUlTHutwFbvCWtDUAiA6fhMnyXyMuuQ1rX/+1IJFQHmjEouUyvPrrnYzxx6Ub+jPpaizq2mYaQZFvjH9vnwxvvrCXsj+xcRn+Ii8FAPgMDiO6kXB02PPLmjMvA4jmzEnPneYnR2rPvIJwVRZnzvvt6VcREUvU4pDUtVdXGBF8hx/C2v5C6z1mv/h66LDVJNBXZzQVl2d5P23lTMqrnvW8/bTeazMnSIVle8/4kzR2tGzZMnR1daGhoYER3TGbzWhoaMDq1asdOq8U0XGRQqYkoNdOIoi93YIleZeESEAR/gno7DWg/z0LaSgx6wwA+8lEdlHXMiuQorfk2pe15lHUNYAgLAUWiyc1sbcFFg9AMUJeEqJBZRfUsuz8ZKmQpG/x0TfPQtdZa/UznpoXKyo9iJQzReTT82JdiiQmoxQShc26vCWa4460tcEhE1oM1TCbh3H3Up1VIiEABAZZxhKxjX+cWaOr8REUmeOYOScMfOiPKiXheMS1tcB/kCCfseeX2wuJVCP2nJQuQI4UIkqSBErAQl07cAQ4f2gICSPzpCvlKqemWWM78uKqjITYPOZ7jp3pecesq6pVMGOku7pZVGNyseo9NzZpamJlNvuMymMsateuXSgrK0NxcTHj8dBD3HRcsZIcnRtco1m46Mqmoa4k5Dgrpf8EAMCJzACKNNRUNRWA/WSibz9IEk1d01bnIPFcF7X9yH2zGdS1i9U56F9ii8gUIEhdMxXKUHV8MgBhGpSx7yaK4EbY+clSPU1zoJCH40Lzty797EnZe9NKl+TseEbuoqw5E81xddpaY9tJfPTtGlwbbBVFJOy/ZhlLxDbmOCspikeWOkaQrna4KIGXoMjenz4nHPnhbAz5Eckd4y/0Uq9Nn1/6l8iouYdNXasVIEcKESVJAiVAUNd6H5KhshfIutcPl0fmSVLehpYW0yw00YsJa50V3jsPuTrlX9LY0/bt2zF//nzMmDGD8cjNzcX69esdPq+UuuaExmUk4OrZRgSl2wcduFpzGeOmWB/U4Tmx6KpoRliWfWF85VQVDGdaRa22RM+Igv6k9zdDbS4zID5P+AcmKV+JRjc7OilqAlLATlPj08ybpuLD//hj92s/RN/iWDRtnjqSjtGOkx/L8Q7YBKJ2nDhINAOl29PVQK0GPIQjQmwqUqcuDknmbmr7PxJ/iHFbJjHIS08v3Y65D1/mUNdIIlNJYTzCVPzUtYat2WjV+iFcJURdI+yrCl/EgsIW1G8VJktFq+IQ6Z+LuubvcHPWIzbT1+yhrzkDJXAHgU2CE3DlDsfPk9EcsbrQ/A2C/RMQHBAPg05llUgYpDgGYx+XekgfZySRjT0uyWN02hj88cU9vGTFP2zdDUXgMZi2MGlsv/9uB/AD4vViygeo16bPL18vTUSEiph76NS1bxclQa9VUTQ2OnVNr5UjXMUlTbZr5YgY+Xnq1sVjx7ObYRpah1P7nsC0NKlmw91SOkhSdUQ91c12Z67Ymxkj6frQlStXMH/+fOr5yZMnUVZWhokTJyI1NRUzZsxw+NySo2Onxk1JxNUa+50bUqFZcbhSxS34tkcROSp0VrS6JQ/WcLoNShcXJ5KKz4tEs53I6US1Ek0iUgbYchYxrS3tcJi85u8bgPHymRi4GoWqw3dT9rT8KJwvbecQiNLUUTiv4dpJCdkvaAyYpGZS1MLa+hHY2of+WAVqoibCoG9khG11WhWKtquQzloltRCZ9AhjLWozqU9tqNHoMUUdzUuDAoBWbQw0X3D7YbCJUzEKNS63H4ausxaxkcJYWXvpa66QqwhspCRnxyLSyRnL0RyxaWsNrceRqLgL2SPntkZdO6K5hbe2jDnO9AJ2i6yRFY+X3ooMNfNG93yipS9JYk0X77n0WgMiaB8POSfptRbiGt0+8l/ZtANAbcMVAED6hPkQI7E9zZzR5VKDS5pRt5YZRrWHzlhFTYfYWAiWdH3orrvuAgDccccdyM3Nxbx586htZDTn5MmTWLFiBQ4fPozBwUGHXkdKXROhoMlJuHZeO9pvw+3iQ1K2n9Lz7ClezhJlXKkJ+Uo0sSI/E0YcIrrYBa2O6O7wZ3Fnfq7bqGvpIzcrbCqSD4CoMiJKZwz2h3F6H+NcsxcO4vbFX1shMrWhVsOM8tHpTvQbMSEaVGxyG5Im/EOQLEXaw2XpiFdmwzjQC1drWp7K4VV6dxWyS2ls7nNynOmb4+h1IiZtbWCwDzEKNWWzRl1bsPhbQeph3txD6NJVcex81DVyLPMRF9lj3+wDXM4MBQAoOq4hsqWPc664CR8hmkVqI+ckPnvOvE9xRVeNNBqqnrT3tFYjLZ9ZSJ8xMQI/vu1WxCZe4fzvQnIlWvqyAwtpAJFp4Aha2tOKFklk66xoFWwWak3dVc0Id2G9Dl3XahsxTkppu25VV1eH/fv3Y/Xq1Qwnh64ZM2bgs88+w4QJExx+HcnR8YBCMuJFM+PtQTOKUdS0GHRWOLYazoesbD/NdHzoRJjYPCWDGBNnJd3MmsTU7YgpDPWEUvOVvCuMymQd7nnsF7jLuB0/3/QI5exEJevw6KZHsXBgOx7d9CjlvEQn67B80zJ8f2AHlm9axrA/tnEZHhjYgcc2LmM4O9HJOjy+cRkeHHgZj29cRt3AzLxmuflI/lUJZScJS08k7sRTG1Yw7E9tWIHFplfwRvE6qGgYaZLutNT0Kp7esJK6qSJpUA+bXsPqDasY9l3Fz2N1wh6s3fAYdUNHkqV+/ORrWPv641CqWpCjjsOUwGcwXjVT1GdtD5TAFXJlrQ6pG9nZcaeT46ycgVgIacg8gKjA6QgOICIZfGOAtK/5/WNY/Yc9WP36YwzHhT7O3ixajzkLhyg7e1zWatqhSm6jxjJ7jL+2by2eSNyJJ2hzhXF6H/qCifqg+YEljNcmqWurEt/Gjv1rqLmHpK49MLADLxQ/w7CTc9hmlp2c836z/2nGwk+YqhnrXtuAv973NX5Gmyftlba0QzRxjU+eREu7s4eOuyI43ZWtiMhxboxcrbmMUCcATNeklLbrTgsWLEBoKLHQ0tDQgFOnTjEe7H0dleToeJGcSUXrqnJ/ag8baekOEoyYQk4xBaGjraGkz5E804SzHzOpa2mzzvLS1dIK+O23PtwoSF2bUlDDoa4BwM2D31H7fK2/lUFYEiI10e2ZBTXU8UJ0JyEaFNfOT10j7QDQdfUyuq5aXwiwtXouJG+L6gA3prPjznQ1wPHvy5Hro6qsTdT1OCn+FkxVPkmlrQmNgdTMKgQGmWh2fupaYPGATVLigsJmKzQ2i52cEzpuH6Ze6/bjX1FzCMCmrlnmHjp1TV5s4iVHWrMn0shqCZmn8cfHjKg7CAQUGRnUNVekqPER17wJLa0rNzi8IAjwZ1yMhWahjmrcFCLNcqxl2AwP+Y7Kw9s1ceJE6u/IyEiYzWYsWrQI+/btQ3h4uOC+9sr7P4kxLFciEyNyYtEtEO2xt2moN5NXnJEnyGtif3zjx90LX1/gWCyTunb+WAaMFPnMQlc7f5zf3liVw7DTqWs1x6dwqGsA4PeVEsohIrJWMmkB6s4Rr32RRVESIjJVH7fUy/DRnbLUMSgpiuelrtEpUf1LAgSpa6TdbDbjH1/9BppzH4j6XD2FmgZcj5um60Zxdio1bRRdzR1OjrdGc3Sd59Ddy1x8skZd678mo9n5qWt0IqIQdc2anU5cJKlrR6LyqNeam/EFNYcAbKqjnJe6Zlwi4yVHWrM30chq5UdVePY/QO0kYKBQzqGueQtxrVljsLnA1lpmcJq41lbezkBL68vbGQuKfD10xmKzULEZLtYUNNmxOmlJ3qmwsDDMmDEDixYtwrZt25xKVWNLghG4SSEZCeg5K24we75pqHN1N65UvDoSzRoDp2+AvXIHeY0NJEhRK9EgMmXO2DkR0YGJ2NcYjuHN66kmeBGxWfjd4tcw+4eNNOoaEK7KwqYlr+Lmh5n2Ll08nl/yKm55uJFDXYtQZWPN4pdxa2ETRV0DgO7WWChL2mG4KwpXfMNQETEF45u70KmLwxtb9mJCZgU+XxqPsFguda1hazYiVXE4q9EjXR0lSHdq1cYIUtdI+6eFcRTBjU1dIwuyc9Sx0H5xK+qa/4FbspdDIQ8T/EwdhRI420DU1WACUtc7oMDdURzSyfF0NMeWzGYzvjr9Nob7gzEt6inKLjQGjhz0x6sYGUvV2bzUNYXiKEwvzmaMM/q4PHYwAAB3LJNzwvGPZXjTTIz9iyNzxYDMF3VpxGcX3tWJrzb9Gl201+7UxWHN4pcxpaAGxi2zGXPS21v2QhF4FANbb2LY92zeC7niKM4vyUA4jdL2zuZ3EKg4ivOLMxARa5nDKs+3AfDB1Um/wp8359tsFuoJEIEk6xkiQguupMRmpoRkSIS9G10+PtxeP1FR/I47375iJTk6LlTIlAT01DQi2A4iW1hWHLqdpLDxqbPCHsS0+0hrfNKVO0Zes4aY5pMQea2p1IBEnnxuep52Sj6Bk3ZG0eZsnKqqxJ0q5oTerlWh4nAmZ3+9FfvpL7h2a9syqwZRSwBNUDczCuOrugCw6Gq0y0OI1AQI051s2Vu1bQyCmxBxKi7oFly8+g9UX/oMM9MX874HR+UMahqw4KY94ewAuC4cHnqUyl1ODilnUwwdiebYSlvTddZA330BU5VPUWlrpITGgNBYIrfVaOZwnHXmMe0UTc0adY1uv5QTgUG5HwAgpfQaw8khRaCjszn2Ll08yktvZxDXSHud5nYGiIC0N5TezgERXOyoRKR/ErRHH+D93/nkShABn1xJXPMmdVa02YWWtpYpIjULleQK7dy5E3V1dQxbWVkZxwYAJSUlWL16tUOvI6WuuUDuKpILz4lFd5Xw6kl3Jf+qiyPkFLrciaR0ZyGmGLkjZ1sISBAbMAVXjZ3oH7zm1PkBoN5Op2viSQMwTHQ4rxOopap1wpHLUsegRmM9MpiljsE5G/sAgMwvBDGBBai8+F8MDw9Z3XdqXqzdUAJnCGyAe+t1ADDSusZ6Khs9iuNOJ8cZyhrgvmgOAJyp/xhhwXFQynNs7itmfLhLdbQUqEknRqef2qWOSsQGTHbqHGJBBHxyhrgmRqOJlh5t9dgBVpKahd6Y6ujogEajQV1dHfWIiIhgPK+rq4NGo0F9fb3DryM5Ok7KEfRhaFac0zmqzhJQhOQKxDSbvOYIUnMskdeElBo4Cz+LfBeB/kEMe1SyjhcjHZ2sg2rChxx7/kIjbl78JcdOHhM34SMOSjZRocX4xksAgLYJIbiiJGoDIlQtmDH3M8xeyOTRs5G0GepoCjMthLGNTW7jxUsLYaeF0Lq33TeMxQ9EIX18BgaGmHhbV8pZZ8dd9Tqk6M7OWHN46O/Z3VEcV30P7ojmXO1rR13zd5gUrcYja6psItYBYkFAaMwAQJeuCj9dc5p3nInBS5MLGuTYJ+3kAojv4BC+H3aAM4cAxPzCRtsDQE9rNe+cFK5qxmwB+01LvmRQ1YbNw0iLVmOCXA22LpV2OF2fw17Aaio18C5qOUpccwQt7cmFPsPpNrvQ0u6QI81CpR46N45WrFiBsrIyfPbZZ1YfZWVlePbZZx1+HcnRsUMk6WPclMQxhTp0JWI6JjeKgZiOnankIKadlTeT11LU/NEbPqUXqODr44dhsyVKEaZqxm8/fIaDlw5XNWPLgdVYlvQWAy9NIltXJL3FwUuHq5qxY/8arEp8m4GXJrGwP7v8Z2rf8+ooCi/90MDLeGLjMqhGemDQ8dJ0JC1gHS/9ZtF6Xrw0HTsdm9yGcxq9VbTu2tcfx+t//ye+PXEM8YlXbX6ujkZ1XCFPODtjzeHxVBQHcL4uB3BvNMdsHsb0yTfjP0f/J3its+2Rqhasfv0xPPzka7x46TeL1vOOP3JcPvXcCmrhQmgsz144yBj7A9N60RlHLMDcPPgtfty7lTGHAEC3rhov7XuWg7YPVzXjheJnsIJnrlq24VEsS3qLM7c9uulR/CLpTQZq39fHFznXCjFenmv39+FJuWtBzdU9dQyn25wirgllgghljgDie+g4srA7lu6xbGnY7DMqD2/XypUr3bIvW5KjI1LOEj7E9tIJy451uJeOJxDT7pIr8pmT8pUuJ69pnSx+PdH7Id789v9RzxOzzvBipOkIVmt2Ol6ajnml46VJLOz97/+L2rdmtoqDl84oOIfaUoMgqhYQxtgSuNoBm3jpuwpbRuzCaF3SLpObcLHjfTS3W17f1XJFCpu7nR3A+x0e8j25k6jGeU0XOjnuiOYAQEhQDJbclQZV7AAA4WtdHmhEkOLYiL2SNTYs179CcZQaZ0JIeDHYafbYv3R3IPUaPzjyT84cAhD4eguSmomXltPs9LlKyE6fw0i89MWOClwZ0mGiyIjKpdIOt9fnCMldxDU6WpqPuEYXu4dd+ym9U8Q1e+SKDBJHeuiQGTPXk9MjyaKUlBS37MuW5OiMIbkKMa2cHu1ViGmxecxi86LpSs5X8uZh8zWOY+d1s/O+rUmoTifENxqNXTXoMRLbmqqmUqhVNkbalt24RMbAS9Mxr3S8NImFnTH+JFIGiLzWS9kRqGhUM9Czpr7ZAISRtBnqaBwuSrCJsRXCSzPtwmhdiz0A//lfLY6d/QvMZrPVz9uZqM5YcXYA73N42ClqnnBwANc4OaTsdXLsqc2pbfoSFaXpIq51OSqPpyNLHUOMGcb+luL/quOTbY4/a9jpLz4gbhQvMlDRMnw1Pp96je9P+TdnDgFIfL2cg5f+9oMkUSh8ITuJlz5w+lWU934k+nvgk7MLUWx5G4iA3auOjZZ2RqOFlnZUY7WHjqTRl0Rdc6MIxHQjgkVEgzyJmOaT4bTnyGvxeZFoLnOMvOYKTchX4iLLqeGzuUKJMuLH/oK+HDMSF6BbF4/3Nr+LAMURnH8oAyGxTARrgOIIzi/KQCgNzbpn814kZVXg6yVJ1P7ktre37MX4zAp8uTiBQjl36uLw1pa9SM6sQGrJNTTcA5j9fFA6MZvCS1+kcNR6QSQtAOi0Mbx4aRJvK1McQdWSyQhXcfHSJHY6Sw0cOdiG7eCiddnI3YTACpwx/AFN+tNIiplu8/OtKmtDlh00NGcpbID7SWx8ojsUJzXM1Vh3ktr4HCtPOTfUe3CRk+OMg2srmtNvuoJj1X9BnOJ2DIUt4cVI06/1kqI4tGpjoFSNjJkn3+bFS7faGH8KxVEYX5xNjVn2WNZpZchQR6NTB2rsl+65Ga2bIwAAyrJ2fLz7t0jOrGAg6i9oDABU1PxCR9vrtSrs3foOkrIqOCj8TUtexZyHmzj23y1+Dbf8sBFNm6eiWxePrj492q5ewrSwhzifpb31OWJABHwLW5c1Bofqc8YiiMCehc2uqlbBhVNXoKWv1lx2Gi0t9dCRZI8kR8cN6q0dfcS0cqoKhjP2IKaZYXJXOz72IqUBYlXMVs1Ps8aAeA+nM6SoCfT0+HzbP2Q5N01C5P+Scb79BGYkLgCAkV4Ri9CubUcI7evpGrHrte0IVTHtXbp46LUGxv7MbXoGyplEyaZe6sXn9xC2szerkPspFz1bW2pAer4wXvrYwQB06O7g2ImbrofQqm1DuIpp50PlCqF16Xal3AchASnQnHsfidHTrLLzHe2rAzjfW2c0nB1SDKeHhqYm5Yzj4w2ODV2udnIcieaISVk7deGfMGMYyePuRnaeCgYdrF7rrVo94/rjGzM1GmKfDh0EMe61mlsprDQpJkbawLEfW2JJAZl5ukMQR52ujkaXDozeXaTIeYeuOo0BaeosVBzOYtgJTL8KVTT7hfYTAHyohSBXyx10TbocARGMtuxBS1uThJaWNNYkpa65SGQOqT3EEDE1O9YQ0xE5KquFgo6KXdAYMyOKQ15j5wuzgQRs8pq9cgZI4G11OkmyaahrP0U9D1M1I2veJ4hKZkYWwlXNyJn3KaKt2NmY6XBVM6bN5R4ToWrBtLmfIaO3FsEXiQL/S9kR8J/UySAvkTdJbFITqQx1NFTJbbx0J5L6FJvcxrHzEaS6dVW81DU6iSpHHYuU0PvR0lGNFkMVxGg0UtgAz6ex8YlMH+NLcXPkIXTO0ZAr09UA96Ws9Zuu4Ez9x4hXzIPMLxSAMGFQqWpB0oR/iB4z5Da+8detq8bcxV9zxiw5lrtbqzn2GXM/Q+3tlrk144iOmiv4qGvk/MJHUeMjRwrZ875nQta8TygQQa2+DNH+KciaNYHzmnwarfocMSACsWlqdOKaux2f0Sau9VQ3iyauSWhpSe6WFNGxIWO9FiGZ1jn/4zIScPWsfVSR0Kw4XHFDo1AhRU2LQftpcREeW4rJjWI4MrEzlWg94fzELSaCY0tJ+Uo0CqQpsBuH8smZxqGp+UrU80R6ZgQ/gIfyVgEgnJyfb3oEsiIj5u+X4d2t76JLF0+RiWRFRtxRLMOmJa8iVJVJUddkRUbcfUCO5xa9AoB4f+GqZjy2kdh273451izegTBVJkVdkxWZYNoow38qZ+DzCdkw+/kgcsM3eGjvGzBtlOGNLXvRqYuDKlmHpzasJfbfIMMftu6mVngjVC34zetrEVg8ANMGGV7bugsdujiK+iQrMuEHxTI8tuRFhKuyKOqavMgE4wYZXtm6Ex26OMxZOIRnnnsOgcUDMG6QYfvWt2HQxVEkKnmgEcZ+ObY/+RaU8qmYpnwacUr+Jql0ORrVcUUKGzC6kR0+jaZj4kq50smp0rQ5TN0TE805qy1hRHP4rmm+a/2VJ9+mxhJ7zBw5SPw008cZe/xtJsdl4XvUmCWpa7IiE763T4Y3X9iLTh0o4uKFQxPRmrADAJG2NsHvImOueGtkTgCY84tpoxxvb9mL8o/lyF9opOYk0yY59mzeiy5dPKKTdXh002rK/s7md9Cli0dUsg4/3/QMZX9v87sIloViYuBsh74TUu6oz+GTGMKnK0AEdLFBBGyxFx5Hi7jmSjmClu6/cMml78FdGhr2xdCwZ+MKnn49b5b0SdgpZxHTYjGLniCvjTUgQaJa6TCQgK0J+UpO3rYrUxvoyp6VipZyoj8MnbomLzYhUHEUAJNMJC82Ia3gLMcuKzIifcQOsKlrRkwpqCH+XxZh6V7DIeqYv/X/mLJPGKEoZRScs0pds0V9khWZkFVwDgCXukansTEpbfwkqtTMKuSoY6EMzIGPjy+MA702P19HwASA841ESXlDZOd6kqudHIeOs+O7nJZ6P6ZHrqGiOWIIg3S6mtCYyVLHiKIeCtPYLGOcpK79X+gvqPedd9LAmSuSMytwQWNAujqaM7+Q1DU+QmSdxoC0grO85Mi0WUx7YtYZTL32I8wIfoDzWXqyPodPowkiYC/y0UEE7af1HBCBNxDXJLS0pLEgydERIXLVwBWIaTGyVtDnSvLaaCo+L9Jl4fvRaBxqTz8dADjV+2+8e3wdh7p2/lgGAC517fxxfnvt8QwqfY1JXZOj5vgUABbqGklS8v06CuEVxHvVxOWjckkWTIUyXByhKJn6ZqN/iYxDdgKEiWxsu6lvNmo0eivUNbadn0RF2gHg0y/+in1f/gqDQyZRn7Ejzg7gfAobIDk7rpI7nBx3RnOuXNPB19cPobJUZI+8jjXCYP81Gc3OPzZKiiy/E0LjTwwNkT7GL1bnoLcwCH+95ycAAN+BIeR81cqZK7SCVEcLdU2IEDnQN5tjbyg1cOzHvg6HcbjXLqy0PRJbn+MoiEBMfY43gQj45Grimi1JaGlJoykpdc2GgiYlAFrHb6RHm7zWWWEPkIAJIHAlkCAuT4kWu0lrkWjSWE9nS1Ir0cjj6FwuNSDBhREabWkHkkXABwDih5mdvib3Dca5tlJc1irw3uZ3kZh1Bk2bp6JdK0NIrIW6RpKM9FoZ9FoDJqot1LXGzTmIUBFQAoBJXbu0hdhWq9FjktpCXSNJSrOO6vFJDvGenpv6Fm7bcolBanp66XZkFJxD39ZZjMJkkuIkVxxB9ZIpFNmNpD4xaVBtvNQ1cv9Xtu6EXHEUlUvSqfOwqWtkAXd2ngrXjk5Hvf5DlJ/fj/wpP7L6mTubwuYsnADwvjS2sSZvcXLEAgia9Gfw7yMbMCNqHW65+RbKLnRNHznoj1VnXsBdhS0Muhp7zLRq/alrkX+cETREPlIiOV4Vgcdg2sKksT3x74PQ/ZL4v+I/bUZQzwA6e5hzheagjPo/2PNL+cdypKuV6NKBMScRUAIDZw4j7SRpkpzzdpc8j/CBCcjEb0R/J95anyNGunIDoz7H0+qsaBO9sOkoce1qdbNbiWt0tDS54DxW0tYkjb4kR8dNcjV5rbuqGWFZ/BNEd2Ur7yRDkNccq0OImRGNtpPcBmVRtAmz/bQeUdMsz/Xl7YgeCa/H5inRWtbuUu6/WNlTp9NUakAiT/qDs3U6bI2X58EM4KzuKMbJ7x0hrwFAOxpKDUjJVzJIRmlq4LyGyNPmIxyREtrGJillf92Kz342CcNyP3w+cRay2gfgB0uvmkhVNr7cr0I6j3PYOUJX07HIbkKkqClqfuoaYXsQrdo2xnmEaGxBAbFICr4LJ87vR3ri7QgfZz1/m3R27MFNA653dgDg1IjTJTk8tkWPgrkKPAA47uSI0dDQAL468xZCZRMRJpvI2S50TStV2Sj7IptjJ8dSjUYvuI1U7ci8IERLO/6xDACXxvbdTEu0dA6tBoRNaUunHcecXwy89joNv52ubl08unXxMPRehq7nIqaHLeLsY0/kxlvqcxxpFOpNIAJ75W3EteD0RBe8E0nXu6TUNTfIHeQ1IdnbsdhRwgo7H5jtwLAbmzmieHWkqPxmV9bpiLFZk9gf55xZqYgNSEdV63cUdS1M1Yy0fMvnaA/JiHSm+KhIFzQGDkkpqGcACZ8S19q1cBlaFvgxXiNC1YLbeQhO5LbcuYegSm6jbrIALg2KdBKECFKkPTa5DedoN3RChKrsPBVmZc5CZHgQjta8brOJKClH63UA16SxAVIqm1jRoziucnKcgQ8A4lLWTl74CFd6W3BLxkI8sqbKKkkQAHW9ixkbbGebj7qWoY4WJCWqknX44ZqTDPvVMBkuqIm5JrjtKiaetMxbrqCupY2cm25vKDVQ8xs559X1/g9+CMCts+fxfq5jvT5HrNggAnrWAhtEwCacuhJE0FnRKggicFQScU2St0lydFykcRkJdueSOpK36ow8nZcrRvaubgnlR49WnY49miBX44LhBB5e+wvcO7AdP9/0CIVbJalrCwe249FNj1I3EFd01Vi+aRm+P7ADyzctQ7iqGelqJnXtgYEdeGwjuS0a0ck6PL5xGR4ceBmPb1xG3cDc03Ceei8tvzBSdpLI9ETiTvzquRWMGx6S4rTY9AreKF4H1QgWl6RBLTW9iqc3rKRuwmKT2/DMcyvxsOk1rN6wirKTZKmHTa9hV/HzFF6XJFH9+MnXsPb1xxk3jEpVC/781Vb8+a9XcP/ic4iIsb0oIOYmVUiSs+NZuRofDTjn5IhNWevubUFZ7T5MibsF+4+8ybl2ha7pOQuHsPr1x/Dwk69h9euP8Y6NN4vWMxwa9jjr1hHIaPq4fGqDZcx2t1bjtX1r8dDAy3iCNvbPPzAOw37Ez/3jgW9BGd1MnYecK1Y9v4yBqafPL6uefxT5C42UnT4nkcew5zASn0+SJu8d2I42n/eREpYOub9C1HfibfU5ttRaZnBJfQ574XA0QATdla2CC6ndVc2iQARi5QhxbSzJbPaFedjDD7N0e09K+iQckCfIa2HZsVbJa9aABGLJa8rp0RzymuG0e2/K6I6N2LxlW1Eed/TTYa8OpuQrRadLpObzgwqmKOZi248LEfIPE4NABACBiqMcYlGaOkqQZARwqWskFWlKQQ2HpAQAC/AZxndfBAB8prgL/jcTNyITaOSlwGIudY1+rswRspsQDerOwhYWXY2fLHVXYQvOafSChCriGGLbvfcCr/1+CJOzz4mK6jhKYQPc4+xMz4tFZVmb5PCMiP5ZuNrJcfhYO76bQFkI4hW3o/CB8VAEEaAMa3S1IMWxEXulTepaYPGAzfGXoY4WHH8ZBecQWGxikBWH/H1w7I5UAIDP8DBW7ttFzQnJrLF/e6Hlt4k+v8iLTdTcw6auCREi02YRdpI0OVgChHSZcZua+51bc2jYC0quTlvjk9DC2VhsFMqWJxc8r9ZctntBV4IPSHK1JEdHpDxNXrMme/Nkxa7i8OX12uv4sMPunmgcyie+NITkfCVv2oKzmGmxq47Zs1LRWZUP41IZRSBqqpqKtPwonD+WwUsyOn+c356uVuLbD5J4qUg1x6cwKGokSelyVTZ+Ofwm9X4+SL0fAEFkIslL/Utk+OIDy8oam+Jk7JuNWk27VRpb/5IAEdQ1wl5SFCdIXaPTq/quyVD8oQGfaF50awob4HpnB2BGd25Uh4ft4LjDyXGmLkdMNGdwyAh5wDikhT8M8+BtgnQ1ur3yeDqy1DHEGGDsbxkb5JixRj3sXxKA6hGyotD4O3t8Moe6Vn2LCh0h4QCA79f9G0l3N1FzgpY19i8JUNeMS2TU3EOnrhmXyDDQN9uqnSRN+i8APvxEhrjuB3k/W1enrYmVM/U5YuTJRqFseQpEIEb2YKYl4pokV0qCEYhQcHoiemubHD5eLHmNABIIk9dGG0gQMyMKbSctQAKicagFSMBuHEoACeyb2OPVkWi2QVpLVCvRpDEg3snmogDh1Fx04kcyRa1Egx1pcxUX2pGcE4k/rStE52Y1BSVo16p4iEWAXqvCxkWv4OaHGxl2chudikRui1BlY93Sl3FrYRNFXQOIomPFbwIQuL0P/QoFygpSMSusBdDF4Y0tezEhswIXX8iBTuuPsJFLiaQ4MelOekEaVIcuDn94cTdkiiPo23qTIFmqQxeHLDVQpQEvoQrg0qu01RWoNxxF1aVPkD3hHqufMwkmqCprsxtOALgWUECKDiogb/hvBFiBu2ADpDzl5Oi76/Hx0U3IDn0SIbIJgnQ1ur2kKA6t2hgoVSNj4Mm3iTHAoq79snAb7ixsYYwlchs5zg4XJiBSRThTfOOyttSADHW2ZSxvyUGHLg7H1o2nzpd3shlvlexlzAlvbdmLQMVRGF+YzZhfSOqaIvAoBrbeRG3r0llIkN8tSUK4ymIn57Aji5MQEUvYSepaT/D/0LEoH5FxthsBA86nrTWVGji2yxoDb9qao/U5nm4UyhZ7IXK0QARiiGuAYwu9EnFNkrOSHB03KWRKAnpq7COvWVN4Tiy6BCIzETkqdFaIc2aipsWg/bQ45LSnpCu3DzstpGaNAfFuxJCS9DUxmGmSvsbGTIf6qdDW2YoPiwMxM4k56Z/8WI4u3V0MW5o6Cuc1QMVh/puDcp5jAMIJ+nCHCpNYn0ffpSjM+ESHoz+YgCGZH07cl4jb3q9nkZf0qC01UAQ2Nt0pQx2Nsxo90q3S1R5ClaYNU9RMO9/+Rw76w6BbwPv/0elVUYG+iA+6Dd9V7kVi1DSEj7P+o+mNzg5wYzk87khRo8vZXjmA2EiOCSUnXoXfUAiCAxKonjlCdDWDLg5HDhI/r/RrR4hUCMTgBA+NjTzm2MEAAEAk7d8Uoq7R7RenRqAtNYQ49qQBpr+no5Nn/wua2xi0NVJduniUl95O1QXS7ScOyikIAd3epYtHu9aACNrH2tDgi5c+/xsWhEXh7rgcxjH2pK2NlsT0z3G0PseeRqHtp/RcMJCXgQjEqPdco9MgAom4JkmspNQ1F8sRIIEjnYNtSWydDgBOnY67ZW+dTqIIGps9dTpi09fsSYcQu/o47abJiAvIwMnLnzPsaflRiErW8VLXogXs6WolopN1vFSk/IUDmLP4Kw5JKULVgp8b/g7fwSEAwIl7EjEg80WEqgUzRshLbCytEN2JjwZFt5PAAbqdTZzKUscgNrmNl7oGMOlV2XkqTAorRADC8FXlduTdeghKlfXrnLyJ9aY0NlL09K3rKaWN/F8qy9pcnqJGqkrTRoEH3A0fUKpaoe19Ad29l5EZuRxT1Ym0bfzEQKWqBQsWf4s5C4cYdiHq2pyFQ7xjiTxm7uKvMXvhIMNOH5dENCeaspNj+fj9lmjOQk0VpvPQ1bp11Ziz+CvOHAIAPa3VeGhtGS91bfbiL3ntsRM+RN73mE1+T13+HP6QYe7sOzmvAYhPW9OWdnDS1lwtV/bP8SZ5CkQglrhGqldKT5PkZkmOjgtEOjfj7FihcDeQQKz48nf5wuHOyNk6HSHZouAI1emwZW9NDlv2rjqmB96K8/oT6DFanKMwVTN+s/9pDnUtXNWMLQdWM6hrpMJVzXih+BkGdY20P7ZxGVYlvs2grpGEpRWdG7Ckfx8AoC9UhgsPBOOJjcs4pKbaUoMg3Wn2wkE89dwKDnWNTol6u/g5dOmqKDtJlmLT2HYVP48fm17D2g2PcahrbHrV9PzxmJPxEDKn1eP+X7yO517/pWhnx1G509kBrh+Hx501OHS5Iooj1vFVqlox+8HH8MmXJ7B5sxlpE+W0bfx0NaWqBWt+/xhW/2GPIF2NHAM1Gj1ik9t4CYbkMU89twJPJuxmjD/2uFSNEM5IguJDAy9j/u9eRV0esfof0nIFb99zN4fEGKFqwUv7nsWqxLcZcwhgmV/Yc0+4qhnLNjyKZUlvceaqRzc9il8kvckgSprNZpxsOoSUwHy30Na0PClqYrHSl0sNvL8TruqfM9r1OWwJgQjsWRgVK3tABCRx7XqtyTEP+WLYww/zkHR7T0r6JOwQHUhAJ6/Zq7EEJOALi9M5/jG5UQzOf+xMJSPP2FqtjZDE9NOxl37jSjlLX5sYeBN84Iuq1u8oW2LWGcgpWpJRkHBEp64lZVUwjiGpa0wam4mXsLTmw5ep83zzvTSg2MwgNZGrw0J0p5TMSoquxrbT988qOIcajZ5DXROisfFR1wAm1WrefBM+/dSMiAjAz9+ISbRjhOQMiQ1wv7MD8Ds83u70sN+nOx0cwLVOjhgHeFJmFSZOHMCKFcDadUO4e6klRVjo+kzNrEIgg8YmdK1bSIV8YwwQP84yCs4BYBIUd3Suoc6zqPZLBBX1ceaEQMVRGqXNMocAgCLwqOCcJGauIomSTd3noLt6CWmBt3I+X3emrXkaKy1G1upz7JWYBUmxIAJAeIFUAhFIGuuSHB2RcjYfNCQjQVQn4LCsOKt5rt1VVrZV8jszfHm4rmoc6iqJWe0Sk77Gl3YgFjPNtwrIh5kWkthVyMxZ41Go/D0KkhdaXnuETMSmq7FJRqSdvY1OXaPTkvqXyHgJS1nzqjH+yEUAgD40Eu/84lEGqYnUFx8kCNLVxNhNI+QlIeoa3d6/JECQukanWhn7ZqPvmgxVVUBGhg+++zZM1OcOOJ7CBnjG2QEszoK3Oj1Czo07HRzA806OaeAaqk6lIiFehp07gcEBYSog/frkkgT5yYMlRfHIUscIjiUAOFyUwEtkY9LYLOOMJCieXTQFRRmFAAC5oR+T9/cyXkNLIzTyzSEAUCtAfGysyoGRojoK25uqpgIA+gd6kSibittvca5J6GimrYlZWHO2Pkdf3u50fY5YEIG9v//eACKQJMlRSTACN8oeIMHVmssYZ6NhlmuBBMybps6KNkTkeK4gmg4giM+LRHOZdSchUR2JJo39/ROS8pVoZDkrySP1Nwm0Hy8++po9RDZr9LVLpR0cKEGYfxwuajqQODMEAX4yikwUoDiC8w9lICSWSzL6ZkkiQlVMKtKezXsRoDiK2kXMY0ga25dLE6DXyjBJbSEsJWdWQLslB/PD2vDu7AkAgOeHX0aEPByXt2RShcwEdAA81DUL9UmuOILqJVMQprIQpLg0tjYcOeiPV8CkrpH7UzS2F7Nx5KAfJo8ADKxRrV7+9duA31cwNB/C+81vY9GtryJIHm71O3IWTgBYbrJPa4ix5kpIAZ/YzsOpMu74dyfIgM+5crdDwxbdsfSUkzNsHsKhEy/DONCLxprNuKewzSYV0KCLw7kRsIAQXY281kuWxDNobHwEQwDQaWPwxxf3CI4/ReAxmF6YzbC/sWUv/vl0Nsw+xDrmnI8bca0xmjH2CQCBAQA/ubG+lNhG0tXoxMcTB+Xwxbsce5cuHr9b/Bpu+WEjmjZPpYiSadEz4R8xAb4+fqK+J0+mrfHJFVhpXblBdJ84T4jPsRECEQgtmALWF1p7qptF1ec4CiKgE9ckEIEkeyQ5Om7QtdpGBNlBWwvNisOVKm4RKqmr1c0YJ4Scrm5GGM+2yKkx6DjTivAsEcW206NhoKWjAUQYXEnL52U/tyV9eTuiR1ajCMx0O7U6FZenRIvIdABPYabtkSP0NbYm5iux69AmBJ0KwI9mbgSAkRuDRWjXtiOE9rWRJCO9th16rQETaT/ExE3GQ9BrDbzHRKgAvdby3dKJTIm6K4j7vBkt8+PRGTUOf/X9CWbouD9kxz+WoVN3B8feOUJX02n1CKP9ZrLJUlnqGFRpCGeng+c8zP3bcE6jx+SR1DlrVCugEBkhU3Gyays+KX0R989+AX5+AZx96XKFswO4j8hmS3yOj7VIjxgnyFakyNOODV2uiOIA9jk5AHC0+s+4pDuBqcqnEKWaCs0X/PvRr0/CySGu9w4dBImEHbo4tGr1NmlstZp2ZKij0amDIF3teOmtHHjI+YCJ+DZ9OgAimpP330Zqf/Z50tXR6NKBgZW2bFMKbiPnF7oaSg1Iy89C1WFL1KvBUAHDuUEo/ZM557hU2iEYzXG2SajYtDVPYaW9uT6HT0IgAgBWQQSkxKaqSSACSZ6QlLpmQ/31tgfiuCmJbgUSCGm06nRiZkTZrNNxRAwam6ONQl2cvuYu+hoARPunorLla1w1dnG2NfC8JhvlyhafQ0XqgkC06Z5PLP2hvlucgiF/H8Z29k2UkGo11vPNxToD5H7kTaMt5c3KRGbIL9HWdR7fVO4SdYyzJDZS9FQ2d6ezCYmeNsb3oKeZCT1snWe0NFpOzlltCU5d+AiTwpZCGZhj+wCaxFznNSKubVvjCQCDtEbXt0tSAV9iHM/5uBEy4zBnH6H5wJbq7DjObDbjX5V/ROnVDzDRBSlnrmwSKlZisdJixK7PYaet2SNX1ue4q1GoJ0AEfVI/HUkiJDk6dooPSGCPyDodW/mqYnn0bHmiTscdchVmmk9C9DV2OoO76GtCUILJitthNgMnmj4FQJDXsuZ9wkGzhquaefHS9G35C40cO4mdpvfHiFC1YBoNMZtYS0R1AKBbpcCFB4I5r6FK1iF+/D94UdW5cw9xsLdC2OnY5DYkTPiIF0dNR+7Sbxat4XtJe5h8EjLClyMjmR9dyydXOjueqt1xRLYcodF2ZvjkCnQ0dS47nZyrfe346vSbiA+6DYnBdyA7TyV4DQKW67BbxwRiCGGku3RVmL/4G17sNHvM0HHRbLx7bakBqmQdhZEm1Z4YhOo5xGcW2HmNiuaQ56GPfXJeoM8VALFgQvbN4Zt70tRRHDu5MEPOYWGqZjR1n0PzlQvIVHCjuEILQpdKO+yCELgyba1ZY7CZtiYk+sKco9Gb67U+RwIRAMNmn1F5SCIkOTo2pJiYSK0auAJIIEbW8lzDc2IF82SthZvZ4gtju7ufDhsz7QoAASCOiuNqpeQr7U6nYCtr1gRMDJyFYxf/jZCYJvx80yO4d2A7fr7pEUSN4GJJZCuJnVYvNFGrquGqZizftIzCv0Yn61BfaqDw0mzsdLeuGo9vXMZBzC4tPU29p29/OB6KZMuKc4SqBX/YvxZPJO60iredvXAQtZp2Bl6ajZ1+u/g5PJ2wh4OX5sNOE++3Cms3PMZBT7OxvrfdN4wYhRoddREYGh5Ai6Fa1OfvKmcH8I7ozvUgV0VxAPudHAAYp4hCTuRTSA//MXLUsYIIaYB5He78/HnKebGGUn+zaD2eTtgjiGR/esNKdOss168Q3l2VrMMf9q/lIOG/XpkM80g0Z5PPFqjCL1PnIcf+queJuQKA4FxBbqPPL1dG3hd7TiKPyfueiTGHndAVYZxvlEsgBPbInWlrYwErzZar6nOsydbCLLmwKwbIRIoOIqDX50iSZK8kR8fNCpmSICoP1R2NQyOnxojm4zvST6edVddDT18D4BLMtC0JpRWITV9zdfPQFDV/9AbgX8XMCboXV/uuwDfmKwaaNW3WWTSUGmzipenbbn2YuM6YeGkCGZuujsaUghoGkpZEzM5RfIEHzv8DANDqF4cTP7X8CNJxtdbwtqRdoThqc3/reGnCnqWOQXZBLS96mg/rS3aqL/mqCP/8bj3qmi3obmuamhdLoaddHd2RHB7xcmUUB7DfyensacTJCx/hbJkekfJMTFUTi1JCCGn2tsAg29e0QnFUFCo6s6DGKt69ttSAjIJzDPuEzApcyFXi7FTi5jChvQm/eu+PvGj5wGITbi8kfmvYc4Ui8CgVzWHPL2kFZ5GmjuLYAxVHARCIfNLetdeI0rpvkR10t0sgBKOVtmZLo4GVtiV31ee4qlGoIyACusgFZyltzbXq6urC7t27cccd3AgsuW337t1Yu3YtFi9ejK6uLsY+O3bswI4dO7By5UqsXLnSQ+9anCRHx4Wi1+mIDb062zg0IifWah4tW66s02E8z2U+d6ROJz4v0mWYaY7NTc1D7empw6fZN9+En0bvAvRzGSjXgRFcLBshTaJc6zQGwW3ffpDEi4ytOT4F/RT+lYmdfjH4OcgGiZu2f0+/DZ2xRGO/izQkdf8SGb74gPiR4kPiZqijUX18ik3sdP+SAJQUjdCdBLDTAGDsu4lC6xLbskaO4cf6ZuepkDjuDkQF5uGzsh2inR3A9dEdb05n8ya5w8GpKmujHFgx6uxpxD+/ew6nz32CoWEj5TQDwtcaua3/moy2jR8jXV+djRqNHlXHJ4saG8aRsc/eRj/G1DebYa87NxUlj6ZTx+04tgYBDw3youX7l8h4UfSmQjlqj2dQ52Cj7c+PbGPPO+ePZSAtP4qByO//vgy5UbciU7GA83m7qneOJ9LWRgsrTRd7QZFvAZL9e+3u+hxrEtsotLe2karPcVRBaVzIhST7VV5ejuLiYnR1daGjgzs+165diwULFmDFihXYvn07IiMjsXjxYsb2NWvWYM2aNdi1i6iV5XOYRksSdc1JXTuvRVBaMsZNScTVmibbB9AUkhGPnrPWcY0hArQ1a+qubOXNnVVOVcFwhomg7qxotRtq4ErRMdNiJISZbi5zP31NW2pgOEckfY1PfEhpIfn7yHFZ64vfr30ZOfmXaWjWdpz8WI538A4D5ZqmBs5r2im8NH1buhqo1YAXGRuhysa6pS/j1sImCjELEDSmT3/7HO5b/h3+oZ6HoQA/lPwiDYu3naFwtRMyK3DxhRzotP4Ii7XgbdnYW502Bk8seQnzCi8zULkMhO6L2WjV+qFVq8cUNQ0vzULrduji8OqLuyBXHMW1rbMYeGk+7DQATFXHA5rlqO4EPivbgTvz1mBi/M2ivgdXEdlIeRpFPZbkKmQ045wOpKqRTo7PkAIzotZiWj7zxsnatXbkoD9eJZHpAhhpyzWth1KVzYuRJseGQnEU1YVTEKmyvAZ7nB3/WEbZqXG5JQcl+WoYEon6urgzzZBfSMRb/97LGONvbdmLQMVRGF+YzUBCk3PFt4uSEKHKpF6bPr98tyQJ4aosyk4i7xs356BdK0dELChEfmLWGTTtnIqZkGPiLOG6RTGyt3fOaKetuQorzV44tFWfI1auqs+5Wt3s0vqca7WN1219zlhQbm4ucnNzceDAAd7t9fX1OHDgANasIZoQT5w4EcXFxQCIaE95eTm6uroQHh4OAFi5ciVmzpyJ+vp6pKameuR/sCbJ0RGpvguXoJg0HsHpieitvYTASeMJIIEdOacAEbbtOduI4MnW8dNhWXHoFkBOE/10mhGWxXWCXN1Px16sNFvOYqbj1ZFo1ojDTNOVpFaiUWNAPGtF7nKpAQmsH7nLGmZPHYBYHUyk7eeKnjokaprtAKWqI7H1fz/GpLgc+F5dR9nT8qNwvrSdF+UKEFGdiWr+beUfy9Glu4tj12tV+HCHCpNY/2+nLg7pr/og8A996I9VoHZWDBqmRSLldAcLS6tHbakB6flKXlwt2Xvngx0xSGdR4ugI3Sy15WaXD61LPwZ4EFWaNqq/DiCMnQaYzo6us1a0owO43tkBuA4PcOM6Pe5wcADHnJzu3laGk5NbkMa7H9+1RlIBha5dur1GY0FJW9u/VsNFRQMWLHTtyPxD7kPae0MD8HXhyM3EsBn3vdeIM3VcMIfmoAzAbQw4CUDH1xsQwfpKunTxOHGQiGiFq7jHEEhpyzjv1sXju1N1qDtXghzFvZz34AoIwVhKW9OVGzyatsaWN9Xn2COpUajrdOXKFcZzuVwOuVxu1zkOHTrEeK7RaLBggSVaW1ZWhvr6euTm5gIA5dyw09tGS1Lqmgg5Gx4VW6cD2EcooUsozOxMnQ5f+ho9bO4JzLSQXElfY8ue9DVXQAl8fHyQoZiP082fIy7vAMJYdLWe1mpe8hHAT0VKVysRnaxjkJRI5S8cwJzFX/ES1PJn/Q8P/recsn22LB3Dvj6IULVQdKcMFsGNTYMCgNkLBzF38de8dLWZLLpajUYvSKgij8mbewixyW0M5LQtGtvchT7IiliB8Gv3AQB6+zs55xaSK9PY6LqRa3jYKWqj7eQAQJA8HBH+0yknRwzhD2D2yxG6dkl7Fw+NjY9I2K2rxo/WnOKMJcAyzlTJOs74mzH3MxxbHgfjOKJ/VMq+BmRdrWXQ1UhFJ+uweE05Z04IVzUjbvyHHHIjuW324i+hXshPgiShKaRCYy7j68tvQOerwaQCfgqYKyAEfGlrbNtYSVtzRuw0ts6KNs7vuLfU57iyUehYq88ZHvIdlQcAJCUlISwsjHps27bNqf/lwIED6Orqwp49ewAA4eHh6OzspJwcACgpKQEAr4jmAJKj4zY5UqdjLa/VVp2OWCmnqrwKKw2w+ueIxEzzyRP0NXdBCW5Jmwp54CDOff0mfr7pEcrZyfueCb/Z/zSHcAQQNy7LNjxKUZHIbeGqZrxQ/AyHpEQSllYlvo1Vzy9jENRIItM7d8yHasQxbk8eh4ofhuGJjcsYdKcMdTS6W6t5aVAkJerJhN146rkVgmQp0h6b3IZnnlvJS12j06t2FT9POTtCJCy2/faFhBN57Luj+OuhR1Hb9JWo7w5wLaSArRvF4SH/N1fW4DDOT/tu7HFy2rsboO+ux4VTPZgc/lPKyRFzTZEYadLJEaKrkfY3i9YzaGx8Y6BbV43Xi9ZyxhLApK69tm8tY5w9sXEZkpRf4vicSQAA/54B/PzECV6yYreuGi/te1ZwTliR9BZjDiG3Ld+0DMuS3mLMPXTq2m8/fIaaq8JUzUie9wtcbNHjj2/VcBZshOROCMFYSFuzByttON3mMFaaLXf0z7GnUahUn+MZNTY2oru7m3qsX7/eofOQQIL6+nosXryYSlPj07Zt27Br1y6r+3hSkqPjApHhVXrjULFypp+OEGYaEB+GjpoWw3F8PI2ZtqV4Ef1z+Fbf7GkeytdTh4++JiRnoQTzftqOFTOBN74Crv2fEYlZZwAQJCN5sYmXujbn4SbebUlZFQz7+BHyEp2wFFhsomhJDCJTkRFPVewHhs0AgEMPTEXzf+MYdCcAHOoTH0EqsHgAipHXEKK03VnYQpGo6IQqgEuvuquQuGkLUhzjJWEJ0dhCZCmIlufh0ImXoTn3Acxms6jvCnBfdAfgd3jGutPD/j/c4eAAzCiOPU7OxVYNPvp2DT4/SqxGkuABIboa255dUEuloQnR1ej2wOIBq6TCWk07MgtqeGls7GMCiy3jb0JmBXyKh7H85j0w+xA/43P3NyA7UcNLVpxSUINAG3OCLaojfX6h2+lz1Y6NA8gNBe5uGkTCiJ3UpdIOwfnPExACPvH9PriqSSg7bW201VnRKpi2xidH++eQC7aO1OdIcr1CQ0MZD3vT1kiFh4djxYoVVJ1OREQEb2ra2rVrsXTpUqxYscKZt+1SXZeOTklJCRYvXozdu3ejpKQEa9euFSyyclT0xqH2KiQjQRRP3lY/HSHxhZ9HCzMdO1PpEGZ6tNPXrIm9qmitWFZsVOdy1VT86tUAzJsCtN8pQ1PVVABgkIzoZDWAoB8ZKYqaZRubliREWKo5PoX4f2hEJlOhDIGHw6H+HwHWMAbIsOqnO2Ee2XZx5FymvtkMghsfQcpUKEP18Smo1bQL0qPYxCk6dY2PXpWljkHl8XQW7co6jW2qOh4ZEcuQEvIASmv+jkMnXsbgEDdNR0jujO4A4KRz0Z2FseD4CDk37nJwHInimM1mnLzwEf5zfDPC/CcjK/JxUXQ1ur3/mgzGvptox/ATA+ursylaoLWxQdqNLIJaA20MNFRnM8YZOf4uVufg5UefxZnUaQCAqHNtKPi4kTOWtdU5uKAxoOb4FF4S47cfJPHOIQDwncA29rxDzlVff6HAl/XAph8Agw/LcXnEbk1C86M7IASXSw2887+tJqFCvzP2pq21lbe7NG2NLfYCZWdFq+i0NWsLo9YWVF1dn3OttlGqz/EydXV1Ye3atQynZsGCBejq6qJS1EgdOHAAEydOpJwhb5GP2Z7lzTGiAwcOYPny5ejq6kJqairWrl1rt3d55coVhIWF4czzf0RIIIHavXZeC8Wk8QCA3tomBI78fe1cIxVGvVrThKB0wvm5evYy9TcA9NRcRvDI856zlykgQc/ZZoyjhXGvVLVQz7urWijyGjkZjRt53lXRSgEJyKhMWCb5XMdYdek404bwLOI5SV4jV2zaT7cxVm8Mp/QMIIH+ZDsDSNB2Us963o4omoPUVt6OqGmW560nDBSQACB+OOjheRJIQKevNZd1MJ+PkNboPxRNmg6O49SkYdLXGkdW7OhQgkYeIAHpvNChBCR8IJG170UWfQ2wdAZPZoEGGjRc+AAAXihBmKoZAYqjMPbdNEJdo9uP4PyxDITEZjKOCR/ZZuy7iQElCFc1IymrAl9/kMQ4JlzVTNDYqnNQepDI65+kViJC1YLkzApoqwkam1Hhhz/+vgB9cUEAgF//9+9I+OcwAz4QoWqBTHEEff2zOPaUzEo0VBM0trMaPdLVUYik2ekF2aT9s6I4iuxE38amWgGAQVeJ7IJaXOubxSgUV6paeAlZAFBZpkNbnwYtg//FAzdvQ6AshPO92NKZMmKcuQpUYEuny7hgkdEGGbCdL3c4NLyv62AtDgB8V/UuTl34CMnj7sXE0IeQo+YuIgldO926KmQX1MLYdxMHJMB3fdZo9IhNbsOdhS2C13pDdTaOjYy/DHU0Z8yQqi01QJWsw/zCZlysppESYxXY80YBBmT+8BkaxiNrypBwgSg6po9lAkAApKujGWOfnCvqSw3IX0hEaxqrchhzSJ3GAPVCE++2ntZq3PLDRjRVTaXmKrPZjFO1H+HHq4LQXD2NMYcJRXOEIAR8jo6Wpw4HEK7PEePosOtzyPRnekSHL22ttczAcHT40tb4QAS2sNLstDXAQlwjFxjJ1DU2Vppdn8N2dOgRHXLhk0xd665sZSyQdlc3U/cE7PocOnGtp7qZsSBLR0tfrbnMaBRKr8+hp66xiWvWGoXSa3TIe64JG5ZR92vd3d0IDQ2Ft4h8X5/+rBjBsiCPvnav6Rru+vMSuz6TAwcOYNu2bThx4gRlKy8vx8yZM1FXV0fV3JC2Q4cOUVCCkpISdHV1YdGiRQBAoaq9oU7nuqWuNTQ0jHp+4LiMBFw928hwdoR0teYyw9nhU1h2rODKS0ROLCcFzZsx023ljtDX7C/6J+lrDFu+kuPsJPM0BbWLtOYAappt79bFo670dlw0lmHc+FNQJ99L2YFFaNe2I4T1FXXp4nFeczsAYKKaae/SxSNCRdwskTcZdIIbgaImfkzZBDV53xC+9955FK8nVox3zV6Mle8fRRAGqH0IJ+ZW4lz5YNjZNLZaTTvS1dYJVUoVcRM9hVZwLUSpUqqyUbKf+JEWS2PLzlOhskyNaPNMBMpC0NOnR7/xCqLDJ/LuzyfyJttTDg/biThdpuON8rjD+RGKJnnKsaHeBy2K5oiTAwCpcTfBaIhEXNDNjEgOXcJ0tRgoVdm8x7Cvz5qR8aRUZePEF9xjyP1rNcRqPpugRhdJWYtUZeMk7VxmH+C/j2dgQEb8fOf/p4lycrjnMlCUNTa9sX7k/HxUxzqN8DaCtJaFqsOWRYmBISOaTlxFOG7H2S+cS9eyB+7iLISAT96UtuZOrLQ76nPc2T+Hz8mR5Frx9dDJzc3FmjVrGA7Lvn37kJubSzk55eXlKC8vx6JFi1BfXw+AcJq8JX3tunV07JXRaITRaElnYSP5bInZT0ecc9N7jsBMO9NPp7vK9Zhp5fRoGE5Zx0yzn7ef0jOiOu2n9VRUJ3amEq0n2JhpG45NXiSay6z32CF66nDR067uqSOEmhaT8mYLNc3WxHwlvv28Aheqv0J23K1QBIxDmKoZiVln0NmahIZSZqpcuKoZD66twDcfJAJg2smVWECO+hFnh72qm66ORq1GD/VCEyOiAwBTjumR8N9GXL43CdfCZfjiyfG4b+sF6jUiVC344ZoKfF4Uj9pSIH3kfbFXpwnktB7dumqiv46VVW7ADzUaPeXsCEV0IlUt+NmaSnxaFIdzGmDyyP5Cq/KkXaki7JVlOpztfAd6owY/mPsIvrcwEBeqs2DQibuRpmOoAc9FePicDCHnx12v5yk56+AMBZxAdWMx5uQ8gbNlUYgLikJ2nsrmNULaSbranIVDSM08xLkGAeb1eeQg8XNKggqEopcKxVF066Ygkha9FIrokNGeCZkVVESn/K4EXJxGLJBEdHbggUPfoQ9MGltyZgW+LkoEYPn++CI66WolY66gOzVp6ijBbeScREZ03jm+DiF9SfjJ/Kc534O90RzAcxACV6StiUmzdnfaGlvOYqUdrc8hJdXnMDVs9sGw2cfjrylWZJ+cffv2oby8HGvXroVaraaiM+vXr8eOHTuo/bu6uvD5559Tf8+fP59KcaPLW1LYrltHp7i4GJGRkejo6EBdXR22b99udf9t27bhd7/7HcduvNiIkCnpPEcQ4VTn+unYngxs99MRV3sTOTUGHWdaqfQ1exQ9Iwr6k5aJOWZGNNpO0rDSM6LQRt+eG+VQvwAxzUNby+zvqQMQq3eO9NRxJKrDTl8DxEd1AGBG0AOobj+Eb+s/xKJb78DPNz0CWZERCz6U47cPvQrSoSHpR7IiI+48IMfGRa8gVJVJ0ZJkRUaYNskB7EXpQTlFWJIVGWHaKMfbW/aiSxeP6GQdVj3/LAKLTTBtlOGtLZZGgysOH8PrdwWhw0+JU+oJyL5Pi/H/MVHUJ1mRCd/bL8NTi7cDUFKUKFmRCaYNMvxh62506uIwe+EgfvXcWgQWD8C0QYbXtu5Chy6OIlGR+wO78M1BwtmZvXAQqzesgrzIBOMGGV7ZupM6hrQ/WCzDyiUv4JyGwFqvff1xyAONMPbLsf3Jt2DQxVHkLLo9Oy8OQ6U/RoDpCvaXvI3x04GNO2R4dc1bdjk7AEbF4aFrNJ0Rd8mZNDWz2YzLV/6Bz8veRUoKsOy5JyDz3Sl4LfDZV87dCiAGcxYOYfXrj1H2V558m3Jc6Ndh/3MBqD+zDUpVNuea5r3Wiy1jg2/MkI1B6ePMtFGGTbv24fOfW/r97Du0FLet+ZoasyRBUVZkwr37ZNj1wjvo0oEz9p9b9AoAFWeu2LN5L61vjmV+MW2S453N7+Dkx3Lkfc9EzUmmTXKsX7Ua9YZTuDuM27fLXtmLlHalhKidtmhrgDhaKFti0tZI2aqTdSdWWkhi63PE1CMDjtXn9NePLcy0tyo1NRVr1qwRdEzCw8OtbuvsFN++YTR0XcIIyJDaokWLsGLFCkycOBGLFy+2esz69esZCL7GRsvgJAdTUFoyxW8nw6j2SGw/ndCsOKsrItYw09bCznTxYaY9jZ12hL7GJ1vRIb5VO3dACYQktGopRCCaetMkZAXdia/q9iFk/DEG4Sht1lkqRY5NP0orOIs6jUGQlqQIPMqwk+Sl2wsv04hMFlITAGQnavDG/56gnn/0MzW6YgIxgUZqkxWZkFFwDrWlBkG6WkpmJS9Zim9/Mg1LoThqk2rlKI0NAKblJ+OxH+Xh5ZeB118H7r3PhIkZFuKVWNHJX+4CFtwoIj8/e2lqpPqM3fhUsw3/+vJd/OAHwHffARNSBmxeC0J0tdTMStb+/FTAwOIB3DlyHVobA2LsisBjAIhoDn2codiM/U/kYUBBrE8uP70bd/xfCWPMMgiKxSZBulp6wVmkq5WCc0WaOoqzjaQ0JmadoewBHxjxn6p3Ee2fivlzuI6OIw1C7YnmuKo2h9RYSlsTi5Vm/67bi5UW0z/HVgTH2f45kiQ5I693dA4cOIDFixfbfJSXWxodpqamMvIJlyxZQjU5EpJcLudg+ABAMdF+hwYAhZl2pJ8On8jVE76wsasw02yxKS6epq/F50XaTAuwp6eOJ1DT1hqI2tNXJzf4QWDYB3/9UMugJQ30zab2odPV6NvY9saqHKSrlag9nsFLXrpUncMgO2mrLeQlbXUOHpr2IR6ufh8AcE2uwL+ezkZdzVQG3ck08tpffJAgiq5mi0SVpY5B1fHJFL2KTbVyBY0NAEz9N+OXj8ug0QD/7//5o+5sNgaHjBg2D/F+V9YkOTyOy1kHh1RD63E0tVdgTvqPsGunDCEh4q4FIbpafXU2a38mFdAeutrhogRR+589Ppmq3blIo6itX74N9Sri9yj8UideUq7jjFktYyzLeYmLxiUyDIz8f+y54rsPLCnX7G3nj2UgLT+KQYIsDvPHuUstmBXyE/j48KfKuKtBqLt1I6St8UkobY0OIeCTvfU59rTi4KvPkaI5ksTquqWukbmFpHx8fHDixAlG91ZrImkZlZteh1+jHoGpI4Q1K+Q1ADbpa2zyGgBe+hqdvAZw6WvjaDU7bPpaGG0bnb7WcYa48aLT1+iT2mjT1wCCwOYO+hpAENjY6WtCBLYE1n4XWXU6pA3gRoKE0tfsIbABwJHvjmLmrJmIim9n5MOfLyV+KFPyufn150eKnGfykJRqNQZEJ+twy8ONjDx9gEhTkSuOoOb4FISpmGS3CFULlNPP4/898AyuxIcBAG4pqscDh79j1A4AwFmNHqpkHeY+fJlTb0DWIZQUxUOnjUG6mvjuheoZAIKullVwDn0s4pUraWzktk/2qdCijUGrfxE6rzZhwYxfIzTY8ZtuElgAjE5Km7fLFZABADAN9uFiaynSE29DtaYNA8NXkVswSXQtDikhuprQtSaWrkaHD8xeOMhbi0OOjS8+SEAkC3wQoWpB99392PLgcgCAr2kIj64tQ2ZvLaeujvg/qnF74WXeMa4IPIra4xmIoI1xcg757oMk6LUqpKmjONuOvJ+Edq0KafnENrJG56/FrTheXoNf3vkS53txFWkN4Hd0hCAE9PmYXMiiR3TIBS82bY0dzWHT1kjHxxptjXR83E1bAywRHXtoawAzomOLtgZYIjps2hrAjOjw0dYAJnHNGm0NgCBxTcjRCUpLRvL65V5PXfvfT/ePCnXtnr8s9rrPZDR03dXodHV1YfHixQwUHhnJcRXmru/CJcrZcaROp7e2EcHpSTbrdKyR2K5WNzOcHbq6q5sZzg4pok6Hy9qnOzfupq/py9lQgnaOs8MWvXZHiL7GV7vjDJSAXasDCEMJ+KQt7XC6Vmf2zTehrtQA42AQunV3U/a0/CjK2WFTkdLUUTivaeelJaWrlajVAP/YruLcgHSNkN30Wj3CWIt/nbo4dH4ah0UN5/B/2/Jg9vfFd4tTkHK6A51fMJ0GAjwAlH/BdJao8+jiEKkCdFr9CIktSpCsBhD0qs9H6GpTaHQ1V9LYyG3KGKBFq4O8dzo6u8pQ9MUTmJ31C2ROuAu+Pn68x1qTt9TweJtc5eAAQKP+FL48/Sau9Xfi2uU4yP0ikFswCYDwd24vXY3vWhNLVwPAIKx16sChqwGEjazLiWSNv6a+ZOy5fRb1fP7f6hBX34NOcEltFzQGACqc5nlPXbp4lJfejnQ1d+x36eKh1xoYTg59W7vWQDk5AEGC7NbFI6LegLvCFnJey165KprjSQiBkNhOjiNyVdoaW9bS1vgkJm3NmsTW5wCQ+udIcpu8PnXNXpFFU3SnZvfu3Vi0aJHDuOmgtGRGnQ4pe+p0yBULW1hFMn3NWhjYWviYz0kRSl9jh7M9kb4mRvR0AKEiT/oPEV/6Gl+udZJayUlfS8pXctLX+H4shVLVAPENRO2t1QGAVlMtXixZDNmk/0OYypKimJYfhYZSA8JVzciZ9ynCVcz0xSu6al57/kIjbl78JccermrGtLmfIjpZN3KzZFGEqgXT5n6GnO5zuL2IQEea/Xzw8bMZSLv7G0SomLAMVbIO8eP/wbFHqFqQO/cQIlQtVGpOraYdkaoWzJx7CJEqLnQjUtWCn645jdjkNurmkrTn8RxD0NiI/c/R9leqWqCeWwIlz2vQt2XnqTDn5tuQH7MF45U5+OrMW/j3sV9jaHiAc5xYkelY9KajN1paG/v/djZFrbe/E5+deBn/PrIBgb6BeOpHC3Hn98MY6Gih75xtp9PVhK4pup28Dkm6Gt+1S9q7ddUALBhp+higq7u1Grcv/hqzFw4y7GYAnz47Eb2RRPpc7JctmPVvLXWuaXM/o85Fjtv8hQOYNpc79ntaqwXHvmrCh4hO5lI6w1XNiJ3wIaJY2+SR9ag2/xYhCZcwqYB70+0K0po1uRIp7SiEQEzaGoBRTVtjR3OsiR7NYcsZrDQ9miNWQtEcSZIc0XXn6AAWFB75MBgM2L9/v8ffB71OR4xsdREWopyE58QK1unw0VTIZmG2xKa4sFeR2KtMnFUoG5EaUp6CErhCYmt1AOFVSntqde76QSImpQ7i3x//BT/b+AuGsxOVrMMjGx7BwoHteHTTo9QNjHqhCZuLn8H3B3Zg+aZllJ0kLK1Iegurnn+UYX9s4zI8MLADO/avYTg7JMXpwYGX8fjGZVj4zTHEfEfc9HRFBuOfC6bjlxuXUzdbEaoW/GH/WjyRuBO/em4Fw/7UhhVYbHoFT21YQTk7quQ2PPXcCiw1vYqnN6xk3DCSlKqlplfxdvFzlLND0q4eNr2G1RtWUcfQ7buKn8echUM4p9GjW1eFtRsew49Nr2HthscYN74kbevHT76Gta8/Tm2b/z05zjScwrffAqv+3yXExBkwPDwE48BVwe9bjPjqeK5np4fPuXE2igMAp+v+gca2k7hp4hI0tDTh5T8fYHx/Qt8r296tI2AEcxYO2bymVm9Yha6R/Uknh7w+6dcu3f560VrKeeEbAwDh5Ly2jxgzT2xcxnCCKn8UjrNTiRu9mCEdHjv4LXzM3HFJHpO/cIAay49ttIz9ntZqvFD8DFYkvcU7JyxLegtbDqxmOEEkde0XSW/itx8+Q809YapmGJQr8P7/vsKjf1zHmJMckdA8KdQgVEjORHMchRDwpa3ZkrfQ1sTW75JyBVbakfocuthpa2NFQ8M+GBr29fDDszhrb9Z16eiQUR3yYQst7UqRYVcyDGtLIRkJVsO75MQhJkxMlxB9jS9s7Wn62liAEiTnK3mhBEJyV1QnOacKO24BDl8A/rvRhMSsM9S2W37YCDlFS7MQk5KyKgTtJC1JXmyCIpCgKLGJTLcXWn6skll0tQkZZ/DDd2oR3Evc8P8z7QfYrl2LCSN0pwks6hNJkBIiTi0obOalsfEdQ1KtxNLYUkcIbtkFtSx7leVzt0LhUgSZcPPNwIaNQwhSHEX1pU/xt5IVqGz4L4aH7YcV0MW+6b9enB76/0GHC7jCuWlsO4kaLdG7IaR3AdSRL+DxJxIRFExE28SQ9tj2uwpbLHQ1EddUVsE5igoohqIWWDxgk7qWUXCOQT0kx1LDtEgcXDSD+v/f+8fPkZ2oAcAdl4GKo0hXR3PGMkldSy84a3NOoNv5tpFzjyz+W7zyxhCeSALSjwwggTYnAe6N5ohtECpWfL8PzkAIvD1tjS1rWGmhtLWe6mar9yNisdLs+hxJktyl69LRcZfolA86ZprEH5LhVluyBzMtpLDsWKuYabZGK30tJjfK6fQ1IdmK4Ailr3FsdmKlPRnVuVw1FXf9Tob7pgBPlgAXTll6OjVVTYWRRlgimoMyaUnGJTJeu6lQjtrjGcRrVufw0tguaAzQ0qhPJN0p1GDEj945Dh/zMADgtzf/Dv8OvA8AkxJFEqRqSw2CJCohGht7G3mMvTQ2ADD23cTa30JdE0PhMvbLYeybjcG2NIT7T8VXZ97CB1/8Eucav3CIzsaWNafH2x0fvvfqSucGAFoM1fjXkQ3499GNOFX9Oao1bfD3VWBGwUTR3x/dziTzWb926Pb+JQEUXRAQpqs12EFjqy01wNQ3m2G/WJ2DjjgFPlqTg2FfojZs/bEXMb/gMIOuZhk3MtQcnwKAfyzXlxo4xEVyTvjugyTeOQQAjrzP3NZUNRUA8PqfNQiPBDY9AgwUynF5xA4Iz2tCclc0x1mkNB+EgC0xvXNsQQhcKTFpa/ZgpUnZSluzJrFpa0IQAkmSXKHrkrrmCtGpayGBCgDEIBRDX+MjrwHW6WvBNCdJiL5GNg7lo6+RjUPHKn0NYKa68dHXAHAIbFzaWgeLyDZCyqHZGkkb7QeuccR5oRPYyCjNaBPYwlTN6DR9gj8fPIuH8p7HOHk4Y1uA4gj6+27iEJaSsirwzQeJ0GtVmDjyP9ApbaUjjQFTR+ht7K7ptSO1COqFJl6608mfRODjRTMBAAH9Q/jpOg1iG65yOrmf1eiRnq8U7P4uRGMDhIls9tLYIlUtkCuOovJ4Olq1MZistlyP9tC5Kst06DFdRH3PP2HoP4171M8hNd5y8+tq0cltdI0W1IDP8XKVQ8OWabAPn5S+iEb9SQT7JyIl9H5EB85Ejpr5evZ8f+dGSGl3FbbwXiN8106XrgpZBedg6pvNgRLwXZ+1mnabdLWG6mwc/1jGqN0hx0xLTyLe25EPQ1IwACDlm3rsOLELTTznClQcRc3xKYigQRToY7n8Y2KMp6u5hEYAqNMYoF5o4tgBYu7K+56JQXxs7KrBG988hgcnPoJl/y8al0fspFxBWiPsXEdHLGkNEO/osGlr5G8R29Fhp0vz0db4ojn20tbo0RzD6TZGNMdwuo0RzXGWtgZYIjrs+hx6RIeNlaZHdNi0NYAZ0eGjrQFc4poY2hrAXy89FqhrB398AMGyYI++dq+pFwv/tsjrPpPR0HVHXfMGXTuvRVBaMsZNScTVmkaGsyOk3nONDGeHT2FZcZSzw1Z4Tizl7JASS19TTlXBcMa99LX203rK2YmdqUTrCTZ9jbtqxqCt5UVSzg5dfLQ1uhLVSsrZIZWkVlLODmXLV1LODqnkfKVgszqxBLaUfKWgs8NHWkvNV3KcnW5dPHzxCG4NMDCcHHIbsAjnS9uRkm+xk7SkcBWg17Zz7ACQriaQ0/WlBqTm81HaolGr0UNzUIZO3Z2c9z/9r504Y27ApcUpGAj0w/7np+MXz5QCOiYNKkMdjbOleqTncylRgDCNDbBOV7OHxkbYHoRSBbRqCVAB6ezYQ+ciit1VCCmbgB7TJfRfTgLige+q3kVUaArSEm91iNAmJD4ngk5xE5KjjpCt87rLqaFL31WHqLBUBPgFYqg3FNmRv0R0YC5y1Napedbs52gAASAGZTZIaaRqrNDY+I6p1bTbpKt16uJQy5orSPuwL/DP53MoJye0pgtL3ryEir47eM91QXMb0tXM1CYmcdFAUdbYJMa6kTmQj9BINiUm6WqkksKn4AcRW3FTxmxUH2bWANhTewh4PprDFh9SGhibEAJb4qOtOZq2Zk226owBfqy0GNFrcsZSfY6k0ZeUumZDxgZxqEN709cASzjXWtfg0Kw4wfCwq9LX2GKnrymnR9uVvhYzI4qTviZG7oQSuLqBqJCsdfGmSyhXnRTfzcHEfCW+/OYQ/n5iC8hAbJiqGVnzPkFUso66OQHAobGRNzVsezot0sNHakpXRyM6WcegO5GKVLXgpdY9UFUS9ivRgfhw3VSEJOgwg7V/hjoa3a3VvMQpIRob+RpCVCt7aWyknayxOEchgsXRuej2XzxbgYU/SIKPjy+qNC1oaqpHSfmr+OjIz3BB/zeYBq7BXaKnhvE9AG5KmdiHmHO7Q8PDQ6hrPoKPS59G8VdP4nzdf1Bzoh1TIn6OeXPuw+0LIYqax2fvpgEEAHHXCGChq81ZOGSVCkhuI50cQJiuFqFqQfz4f0CVrKP2Je0z5n6GI6viUJdHzJeyDiN+9loVYkObeMdft64acxZ/JUhQ7GmtZqCk6WOfnA/S1FGcOYGcR9Lyo6j5JUzVDF3PJdQfb0esbIrdzUG9oTbHEaQ0XzQHcA2EgC5HIATM587R1oTEd38Rxorg8IkezbElZ7DS/XUX7T5G0o0nKaIjQv11FxE4cQLxd/0lBKaOR1BaMq6dJ/rpBKcnore2SdS5rtUSEZ6QKQnosTJRWOuh01PdTKWvsdVd1Uylr9EVkaNCZwUTEdpV1Uqlr9mj6BlR0J+0OCUxM6LRdtL+fGNuTx3rPxhEVIeZ0sZWojoSTaw+O94a1UlRE3ahqA6ffOGH082HkaGahbkzs/DzTY9AVmTEgg/l+O1DrwJQUrQkWZERpk1yAO9Ac1CGK7pqPPvmasq+Z/NedOniEZ2sw6rnn4G82ATTRjne3rKXWuENVzVj7R+fRWCxCaaNMry1ZS86dXEU9UlWZMJNEX9HVlslemNC0JQZjuqXB7HmrZcxsFGGN2j7b/jjWuI8G2T4w9bdlP2pDSsgK7LYM9REulu3rhpb31hHbXtt6y506OIoqpWsyIQfFBP2bw4SKUkvvvEc5EUmGDfI8MrWndT+qzesYtizRqIDBl0ltr/+HAKLB2DcIMP2rW8TPXVG6FzyQCOM/XJsf/ItXjvwFgy6BCS0PYxVOyrxpz914cCBIgTK/oOfzP8L/PwCeL9Hd8oTURdXquriJyir3YerfXrMnu2D3/8JuOvOd/DqM2qr3wUAq9/Tmt8/hsAgExYtl+HVX+9Ehw681wLfNfL4khcBxGDOwiHqWqNfgwAY12H/cwH4I/agUwfea5q81n/13ApiDKxmjo0nNi7D+xUP46u7iFoin4FhLH2tEqmop8YZffx166rx0r6RcVn4LjVmSYKirMiIe4pl2Lv1Hcq+fNMyauxrz7yCcFUWZ654Z/M7AOSUk0POL1U/CcAv55oxZ9wK3HfbYs536E3RHLY8gZR2BELAXgC0F0LgStqatewNa7Q1a3XEpNhpa9Z0vWKlh4d8MDzkWQqap1/PmyVFdGwoMNVCT3M0XCoWM01SSqyFf63RTvjCzWLpa8qpKpv0NfYqElujASWIV0cKrsSxJfTjxpa7ojquwE3fPmceJsln4+OqtxAy/hiDinTLDxvRUGrgJSmlqaOQVnCWl7B068NMehtJagIIIhudCJU8so1OfRr/vhabSv4Pfn0ERvcvwT/DltiNDILUBNZ5bJKo1NHILKixSbUi7VnqGGQVnBNNYyN1V2ELRX2jE9nEUrtI+91LdbjllkEUFQGXLgE/mJcPP78ADAz24+Cx36K26UuYBvt4v+cbTcPmITTpT+NqH3FDaBy4inE+k/HEw/fju+/MePBBIHjcgM3P3Nq2IMUxBAaZAACBQbavBbb9zhEam9D1CdhPV1MEHuOlq03IrMBXR2/F8jv3UOe+Z+85pFR0cuhqyZkVuKAxYEpBDe1cljFLp67Ji02CdLW0grO89kDFUeo9JGadgazICPPnwBOPDCB8nAJ33Pw9zvdJzlPORnOsLSjZE83xBqS0tbQ1V0MI2GL/bnsibe1qzWW709bsER9WWormSBIrydFxoejpa2Ix02MpfY2u6BlRrHQ16z11xEpM+pojqGl7GoiyxdefgZRYApsrm4jeHPILDA4M4g/vlTNISiQV6cj7SbyEpfPHM0RR2kjqGsCkOPUvkeHrIuJ6ZtPYZF9G4IE3qqnjfvOTzXjz0cdxceRcF1mUqC8+IK53IXIVACdYnvUAAMktSURBVBj7ZoumVwGAiba/GBobe1v/kgCUFMWN2O2neZH2KKUcaQk/xNkyPc6U1aG7sweHTryC//vkx/ik9EVcaP5W8Lu9XkU4N2fw5ek38d6nP8O/jjyPb4/9F2fL9FB034bMiEcRFfJ9uz5zvm0lRXE4p9Gj8ng66xjbdDV7rjUAOFyUYBdd7ezxyRy6GgB83Xs7Hlz0EQb9iejfLV/UIO8TYr7nox4CxNjgIyVeqs4RNcYHRuhxbBLj+WMZSMsn5u6mqqkwFcqxJxj4og64M/ZnkPkH8n6/QgACPgkt+ADWF5DYcmU0p7XMwPu74SqkNHthz9neOczn3N90dzUJFZu2JkZsCIEjUkySanUk2ZZEXRMQScuo+s3v4d+kp1LXyAEZmDqe+tse+trVs8QEYYu+1nOWmGQ8TV8DLA6SO+hrAGwS2Nj0NQAcAhubvgaARVvjsxkY9DWAILDFs5wNdxLYCDvzB7Vh5MdYLIUNAP771Yc42ftP/OZHv0HajAsUFQkAzpe2Y8b3jLwkpS5dFdIKzsIoQGn7+oMkhMRmMl6LTnEqPUjcjE1SExQ1No3t6P3JOPQIgcD2GTbj/tcqkfXNyHVFI0sdOUhkzVqjsZHHyBVHUH18CsJUlvclRGOLVLVApjiCquOTEa7KYtj5iFrsbd8ctIAEZi8cFE3zsmavLNOhb7ANbX1laOvTIDQsBA/cvA3D5iE0tBxDYvQ0yAPGsb/iMa+hoQEMm4cQ4B+Ibyv34HTdvxCiiEGEXy5iFGqEBKQ4RVCjbwtSHKOIevRaHCECH9teM0Jju7Owhfea4iOrARBNVwOIKCWbSKhPCsZfX5yJvlBin5Sv6vCjPzTAdxiMc5HjTHNQRsEH+EiJ9aUGRCfrcOvDjZyxH65qhlxxFAN9s3nH/pH3kxARaxkzADA8rhKb//EM0sbNxE9uepHzHVuL5thDWiPn19EgrQFcR4eM5rAdHTZSmo+2xhfNGS3aGtk7h05bo0dzXEFbI58L0dYAZqNQMbQ1AIzUNaGIjmJSMpLWrfR66tq/H/5wVKhr3//gIa/7TEZDUo2OCCkmJaPvAlGnQ9TmEA4O/W9bImtzxmUkUM4On0j6WkhGPOXssMVHX7ta3YxxmfEuoK9Z6niipsWg/TSbxtbGcHYMp9sYzg39ecyMKLSd1FPOTkxulKj85bbyduqHIC5PSTk7dDGIbOpIytkhZa1Wh+7skLU6dGfH3bU6HLtaSTk7fOKjs91z64OYVHozTJ2xqDo8ibEtLT8KJz9uR5fuLs65wlVZOLLfgpsmRZKXIlRAbamBcePCJbURK5AkKYquWf/SojdMhiMPTYDZ1wf/fioLsr4hpJW1M/bPUANnNXrUlhoEaWzkawAPQafVQ6e1TWPrGNlfqQKqNMS1PUUdLbg/+1xZIwS3Kk0bjhz0h0G3gLO/PZQ2wEJqA3JQWXYvhswmnC3T44qpHmX6bfCBL2Ii0pAYPR1J0dOQEDWVc46xILN5GIYrF9GoP4Um/Wk0GypxS/ZyZE24G4E9BciLnsrr3NBl72cLYMRpvgVZ6hgoaQvZ1q4RuoNDSqnKxgkRNDbSybGHrkaCB+hjoFOlwPubcyknJ/pIGwr/dInh5NCPucCaI9i0NLKuL0KViYrDzMUKADhxUI409SKOvUsXj5MjGOoI1ldjvjIF0/yXIsOHOw5IuQInDfA7OUJydTSHT0KwG1JsJ0dI9kAI7JWYZt9CvXPYclfaGt3JESshJ4eUlLYmyR5JqWsu1milrwmJHZaOyFGJTl9jiy99jS52+ppY0XOYhVDR9LQBoUZtYmt1xMqZWp0JVhwje2p1hFLYfHx84OcTgBNHTuHw+b/z7sPnVAEEaanOBrFICIYAECQ29k0X9b4AzP/LBaT+9QIAYNjfFx+tycGl7AjOvhRhTQSpjk1jEyNyZZ9+M2vPsVnqGJzT6Ck6myuUnafCNHUSsvNUCJWl4ibVy5gc/lOY+8NQdfF/+PrMTgCA2WxG+fkPcUl3An3Gbpe9vis1MNiPFkM1jAO9AIAvTv0J+778FUpr/o6r3UZMCL4f/a2JOFumR8FN0zF79k1WnRx7Rf9uyO/aHtXQjhV7PN3Jsbkvy8mhqydShvc3z8DVyBEH45QBj/yxCgGmYc6+AKjxxkZJkyLHa7pAKqy18U6nrNHVP9ALbVk3pgffj8xZ3BQhaz1z+GQNQCAkT9Xm2GoQyhfNYYsdzRGSNQiBvdEcgCfNXCBtjf27Pxppa3zRHHtEr5OW0tYkiZXk6LhAfaxQqxhdY4V0hWRtUhFaZQnPiUV3lXXePanIqTFUeJuUmFUia3IFlMDeWh2+1TehWh32qp47anVIsX/EbdXq2AMmmJivhG6gFp/U7EV16xHGtrzvmXDTki/R01rNsJMo2ehkHePmh46YJW+WyJsnIfR0t65aGDvdsQdpn50DAAzK/VC8YRp6Cky82GlVsg7x4//BOQ8gjJ62hp2m28kb2C5dFRImfCSICBbCDf9szWnMWTjEuKl2BEfNZ8/OU+Hu+yPx/G8jccf0h3BT1O+REfxrnC3TQ9eswemG93Hw2G/w7ic/wp8/+wX+V/oCxkVcRMHczxEQXI2BwX7O/+IODQ8PjfwfrehXvI5vql/A+4cfx57/LMFH365Bz+A3SJrwD4wPm4wZUWtws+oNTI96BvfO/TnuuT8av3i2wunPim5nOzhzFg6JwkXT7QkTPkJschvDwbF1TXXriLHExkLzYaS7W6tx++KvMXvhIMMeoWrBxHu+xb4XpqIrNggAEHquG0//5XPkz/of7xggMdL5CwcYdva4pKPi+dDy6oUmhp1UVLIOD6wrQxjN3tXXhpc+/yHq+49joh3ODCl7cdJjMZpjS3wNQj0p9u86YB1CwJajtDV22pot8aWtXW8aHvYdlYckQlLqmh0iMdMkWtqCmfZc+hqJnbaWvsZWRE4sOiuY6Wvdla28Exl/+hotvW16NAynLOlrBGqanq7GRE0T6Wu2V+EdQ03b30DUXl0uNTBqdcgUNnqtjlCqmkO4aZ4faBI3zZfCdt+ti9Hw2XEcOP0Kfh2xFyHySAYW1viMDO9ufZdCzJIo2TsPyLFx0Suo0wAzFxoZ6Nk9m/ciXR2PWo0BPa3VWP+nESQ1DT2dv3AAK5+3jp2+N+NPyP62EhdvSYFJ4Y8/r5uNn/xtE7638XUGWnfTn9YSiN4l7+KPL+6mUnuE0NMWTO+AIHaabicQwc+NvMZ7ePVFJiJYDG4Y2IlvDvqhW1flFI5aCI28eCW5bTKUqhY8+/uXEKgwoboqAKseXAxtSydM/Zfw27eeRqDChFen++D0aTMU8nCEKGIQEhSD4MAI3Jy1DL6+fmhsO4WhYRNkAcGQ+QfBx8cX4xRKyAPGod90Bb39nQDMGBjsh3GgF7KAIMRFZsA0cA0naovR22/Alb429Fxrw7X+Tqx/5E947vUn8eBDRsjDfBB1pQAqv/lITQ7F7uK3EBo2gKfsQD87au+/JsOqMy9QDTzFfn+kvUtXhRdeX09cO8W2rx26/f6iAPzxRQIhLXR9duri0N1ajdf2raXQz/Rr/eHfrMU9Af+DLiYcABB86Sp+/c4hrPn1TzgIaQCiMNLG52XYa34HXTpwMNJ7Nu8FIId6oYmDke7SxaOntRq/2f80gZbfJMd7m99FZ6sKxadegs+QPxJk/I1SyXmJrbEezeGTu5DSfLU5dLmid45Q2hofjdVa2poQ7XU00tYkSbJXkssnUo6GSV2dviYkPqdFKKrDt6rDt/rjSrFzke1FTcflKXl/cMREddhOkzNRHVJ8KWxiozoWu2tS2G4PfQxDg8MoPrkdw+ZhCgtLImZJZCwbJTvn4SZeO4mkTVcrkc5CUtMxtraw08FF1/DiyT2I+Y64M+z2DceCB0tw6stpDLSuBdFrgiLw2P9n77zjrKju//1sYQvCspRl6SIIUu0Lir1FTTDFKFGTGFvQFBNjgVgSTfJNDKQYfzEmmt4sgDFGY0wgtthgAQuyIFVpssDCAlJ2F9jfH7Pn3pm550w9M3cuzvv18uXOmXKXu3N373M/n/OczL9Npek9bNTbGSW0F1W1XQNcWflqpm3Jq254SIfCWpeO2u2cys6tFBXB6DFtXPuVPnzyrOv56uUnUlFpKJMfeKCdSR85lT5lZ1DSWsvWpibWb1lEUZHxK/21JX/kn3O/y+MvTeXR56/nkee+wnuN8wFYtu4FHnnuKzzy3Fd57H8389RrdzL/nUcAaKedFRte4v1Naziwuys9S8YzrNtnqah4lfKKFp56CubVt/PtWyfwkdMu5tKrSqjq1ub73+dnvHPla5nxis6tnHvJ+6bH8P7zW1q/mdHj3/F171RWvipVSKvOWTaviZHj35FqpLsft4rzO/2Lt3ofBUC35mau+v6bHNlvXo5CGtCikS6vfJVhdb2kr/HV85oYdsISi1p+wOi3eH7FI6zY8gZndrte2bImixj3q5MOW82RCQjs8VrNCbNAqJNS2muSsHaOyuIK+trWgsQuIUiTxmtS0HFJy3vePkkwt6+Z5+k4xUv7WteR/QK3r9kT5Zo6Tp9G5SyEZutRFrHP1XH7lCyKuTqyP5L21og4dNN+WtjGnng4Z1Z9lXe3NLBl17qMFtasjF09rylHJbt28ViG1fXi5YflOmqAtj0nWnS1Zo2tF+1046KRXHXvYvovNKBqe5dqzvrsf5mz35jc/K7t+NY9E1g2r4ll85qUal/z+N5JnXj2EWdVtX28tUOtu7R+s6Nu2Mu40BnPeaRvaDWy2zkteyZkxo8+qpzRg7/ABWd+kYvPuZVjek3hqK53snTBFpbM38zIzjdzUp97GN/7+xxXcwfH9bqdPesHsmT+Zg5sHsFxvW7nuF63M673d5lQ+2MGl1zDkvmbWfXmbo7vfjfH19zBZz7ybT5x1pc597TPcKDtVFr2llNUFN2/z68q2uvPydCG92N0XW9a90zwdI+sbhjDsvotNMwdodRL288RynT7Y7zbMJbtvcr55iduyEBO333r+fKPn6d74x6pQlrMyQmrkV4+d2TOeOsl5bzykPG3qc12/f8915n/vPM7jj3kU5x28unYE2TNHD8CAtW4rJoja1kTSUI1x820Zo7976db3P4++107xx7xwans/UWVw1wdr21rTrY1P2lZvdr3OWk+fEn10ooILeDCK26ga1k55Ycdxp4VHWppk2q6Ysihma+9aKYBi2papZkGLKpps2YasKimzZppwKKaFpppsKqmty0yPmU3q6aFZhoM1bT5E58kqKbB0E07qabB0E3b29fWSce866b7Kz6N9KKbFuNeddNgKKdVummQq6gbXlvDiI5PYLvVbmDA6Lcy2unl84znW6adXl6/hZpBjZwkUdICbGtsYPj4JezZm6uk9qqdbi0v5i9ThrHueOOeLmndz4U/WsTweVtylLtgGNkAxl/Q6qrvFapqgBMmtim10/ZxYWXrM2gTZ1+ywZOGWDW+uH4TfQZtYsz4Zezec4IvNbIOhXUcCap+9nPO9sbFjBm/jLfnDs+0p4F3Pbh5X3PjYkaPf4fFc4/IuZbbPfJax/0slNBO+vPDRr3Ncw/3p3FNbWb+jvmeXlEylIe+eyw7aow1aKq3beVLP3mRTou6WK5jVkgDoTXSy+eOtCjWhUZ67eKxvP5keUY+YP5dsWHtITz50p/4zOlfoqQ4t7PdTUBgBx1RtQ6jkwYDdPxUc8ygI6o5ZtDZmBmzSgjs1Ry7hECAT5KV0pALOmattPjAU/w9t9vWzFppe9uaWSttb1uza6XtbWtetNLmtjUwqjiibU1W0WlZvZrDH/hh4vXSf//M43nRS3/y0U8l7jnJR9I5Oi6pHDIQ1hlviAzNtP+FrXYvX0PnYYPoMmJABnZk2bVsLYcMH0jXkf0zsGNP1ei+Gdixp9uYPrlmlcUbLLAj0n1sbQZ2QKimN1pgZ9siu1o6XtW0MVdni7ICBGKuTlMO7Mjm6sjGNszPhZ0NEthRzdWRxa6bFlljgx0xV2fNvK1S2JHNyRHzdWQZdcIgGl5bw/KuT3HOvivY3nheZt+wcb1YPm9LjpIWDAvb8nr4+7Rc7TQYutqXZ9Z2PH52XKadXlHfxOF1ubrospYDXP7D5fxhcjEbPtKf/WUlzPrmkXz83gbGvJCr6B1ZV8OS+s3MfbKMbY3n5HxPdlU1GHD02lOd2Co5XqYaFhPRF9fDX6YbX4+ocz7H+Vq9mTNT3P8GqB1RV+OoRvarU3a6VtQJ8j15PSdrtutNz9oxFk00qH8Wqn1Ga6K/a21t7GsBHBGZRl1k7pNlzH3yWEbW1dDD9DjinI2HdeGRu45hV7VRkeqycgeX391Ap83WdZOsj9FksasF0UjD6Qyrs/7eFNex2xi3N/ajeWNf9rTtZNMbbYzvcpkWyBEJKyBQQY4qhVbN0R17G7p97RxwbltTSQjc2tac2u6D2NbMhjUV5KRJ4yVp65rG5KN9rdvovlra1+yxT2rMUVhqUk3b5+p46W12M974MbDZI/sj6XeujixxtLAB7D2wg9dWP8m/VvyQ0Wc+YzEpAezc2CA1L9VNbGXCxc+zo9FqaQPjk+BPT51PzaBGC2TlWp+Mn7nKxlbTYz33LP05RzyzFID2kmKeuGE0DZO65tjYwNnIJrNdGcdvktrVVEYtgFMm7ufyKW/SZ9Ami4raydrlZmkTEPVO/Wa2Ny6WmsRAn8FNNR7HYwR97IGDH2d742Leqd+cUTz7NajZ9y2t32zMxem4lhczn8j2xgbOUJjSZGa1ZfOaqB3UyGVTXpfen5WXvcNff3BsBnK6Ld7GlPv/zWlj/iE9/qgz/sP2xoYchbT5dWbWSNvtaiI1gxq5cOqCnPHq2g30GfwYvQY1WlTS3Wo38H6XHzH9v59l9/5mbZY1VcvaGkXVBsIJCAppbo5bNcccnRICe/yunePUtiZiruY4RYdtTXTRJD3724vYfyDm/9qL8v3PTkxS0PEY86cHYrEqWVnVS+ylXFm6juzvOLnPaU0d1WRCL2vq6JYSuKmmvcRNNd3v+B7SP0Je5+rI/hjKxARe5+roEhOoPiEVn6rK3nwcO2EM5w+exKvL/8eW16ZxxbevysDO8Re0cufMG5nYNo2rv3115o2QsLFdM/B+vjvjJgvsCIvTx9um84NZN2dgR1ifPtk2nS9965rMtcZNbOOHj97ChW0/4svfuibzhk7Y2Ca1TOON0Ucz9rG3jAcoLuLxz47n9fFVfNV0vDjnZzOncv2AX/G12yZbrnXDHZO5uPXH3HCHdfznM77J1/s/yA23Tc7ogIU56zOtP+HGO661vME17/vljNs4ZeJ+ltZvprlxMTffcR2Xtv6Um++4LnOOsHl5GRdvth+YcTufa/0pU267ju2N2cn6wib2ua//lKn3fjkDA7rG43gMv48twG/KPV/i5p/9mgeeu4NTJu73/dyaf35i3023XZtRRqt+5rLxZfVb2N7YwL2PTDXunTvc7zUBOT+bOZVPt/2I6233+qHff4L/u/Aq9nY22tB6zt/ClF//h6k3fE752riw7UdMnznFAijm19l1t19NzaDGDOSI1+UXv519/e1obOB7s26WvsavuuMqrhz4C+567KbM74RutRsYf8kVPPjYv5j06d2c/MlKVInSshZWJy2SxGpOkEQlIQi6do4som3N6X3K7mVrHd/nmGNvW4PUtpZGT1LQ8RDzpwZ+bB9hFg+VRcCNzL7mZ02doFKCXkf1tmz3PLrG8mlTzTG9bBIC6y9nu5RAFb8LiMqiu6ojIoMd1aeOKjGBam0dHRY2gOu+1pcrjodrZ8KiHxsmJYABo9+yGJZkpqbyGa0MG78kcy27renUS437s7Li1cA2topHWrhz7V84aWb2w4Pvn3gHV+38HX3HZh9bZmRbNq/Js11t1PilLKvfojzefo7YN7quN6PHv+PZ5uV1vGJGG+dekl0HxmwTC2MlC2p2i/uxO1e+ljXXdW41nRPsuQXDimZ+fj/SYWTzco+UPdJKZYeR8OxLNni2sYmFQM+6ZINl3+BRi2gHFn22ms/0fJS9nQxoGPHOEr74o0WMGLxAalczvzbMryXItauJ15/MorayvolhNkui+TVut6sBdDtsHhd9po0h5XDf2AP07xg3J+qWNdW432qO/fd2Uqo5USulzdElIbDHPDdHFi8SAvvcHKekbWtpdCYFHc3RvXio+LTEyVUv+9TFa1UHcj/1iVM1rWsB0biqOqrko4VtyLie0vH1i4/k/z1UxlED4IUeJaxbfCSAxcbWMqksY16yG5na9kzILDIoM7UNr+vJsrkjQ9nY1jaM5ay/rORTj9RT1G6sBv/QqM/yzYk3sqNjtXiZkQ3guYf7ezJnteyZwMi6Gp59pD97J3XyZM4S+8zmLGHtAu82Nqdx0abVsudE9u42PvHfuztrcAtrK9NpPgtqShMmOvHva9lbTsueE7PPicSi5uc5FC1qi+ce4dmiZh/fO6kTDXNHMLKuxuPxhlltZF0NI+tqcu7PFcuO4qmvjeKPp13AgeISAC754CGu/tlCyvbul9rVAF58ZIDUrGZ/Pansaq2XlPPyw3KLmjj+lYesZkXxO2Har1+haR/8/StQdnk56zvGM48fsGVNFqdqjur3YtDFQUXcqjmyvwVxV3PCKqXtbWuq6Fw7xyle1875sLStpcl/UuuaIsKWseS7P6FrRWUGYMLY1wCLgU1lXwMsBjaZfQ0MA5vMvgYGvJjta0BGSmC2rxnbjZZPcswGNrF4qAAksXio2G7qgBYhJdjcsTioXwOb3b4GOBrY3u/4A2U3sOWMRWBgA6QWNpmBDcgRE4jxKC1s3Wo3UFT2Eu/Wj6Gqzyja29spKiqyGJbmP1mWASyzkclsYxva0SZj3wd6bGwA684t5S9Xn0BruWGl6rK1hYt+8Cb9l+9QGtlqBzVyxqXrHW1s5vGtjYsZNX4pDXNH0K3WOoHbi4Vra2PfjKVtwsR9nm1sTuOyfWYTnLCPbVzTmyM65m3EYT7zOi4EAvbvVcxPCvKcuI3PeaQfG9cY1xeP4/XnJ7K9sYFR45fSsmeCp3une+37VFa8xpK5R9DDZG8T+waPWsSitXX89ppzWDeyOrPvorlzmPDb92m2XUtmV5OZ1UR2bmxQ2tUGjl7Eyw8PZPOa2ox8wP56Fb9Xjr+g1WJiBKh/eT7lNeu47LoK1pvGwVklrdOyJht3EhB4rebYIWfj/Kacqn6+TWuQBR2x7dW2Jqo5AnTEB5SiomOXENjb1szzc8QHozLbmr2TxGxby34QK7et2dfO8WJbsy8SqqroiPdZ/W/5UuKta49N+juHdIrZuta2i0/P+GTinpN8JAUdReygA8aLsPywwzq+XuMJdAClatoMOoBSNW0GHcCimjaDj1013cUEM2bVtPgFmU/VNOAKO3bQAXJgJ0ctbdNNb6g3/vCa/yitk44Z149CNw3hYWd1vVor7aScXjmviTd3PUl7r2Y+NfaGnP3L521RVpOW1xs/J5mJTWRZx/fl1Eq3rOMN8eEO19k4uAt/uXksuwcafwxKWvcz8ecNjHmxUXr8EpM0YLjDY6vOG17nrY1SFgEjACNsE8ejiPnxZDki4u/hnXr1J9NmqIkyZklE0Mdc1nE/j/T5fIlWNdV5Gw/ryszbj8roo0v27OOT9y1h9EvyexfIrJNjFw/Ys2peE8MdXjei8mo3rImI3ydm+QDAu1vfpm15T0qLyhzlA35b1vwKCGTVHFEdj0MnDdY2ZwE1dtCRVXPsoCOr5hSqUhqwgI5dQmAGHXvbmgp07G1rXkDHqW0tBR3npKCTTdq65pK973nTSZsnzXltX/MiJQDn9jVdUgJ77O1rYRYQ7X1MjeMCoqq4zdXpe3xPaZuBeSzMXB0RP2KCfLWwqfYNHdeTsuLOvPruE7z27j/oVrshx8a2ukMuYDc4iTdPOxrlpjZdNrbute9z7mF/45s/e5qa14z7ZH9ZCU/cNJZXr+vDURLj1YSJ+7hsyuvUDmrMvBEV15IZssS4MGotq9+SeeOrsnCpxu2WNvEm3K+lzes5otVNyA1UZjezxcz8n2qf13HVY5srKmH+fapx8dwurd+cec6FuMDLz0mMb29ssECO2z1iFg4sm9eUudfsxwOsOb8Tf/nRMRnIqdywmytvX8DJy99Q3ut9B/+tQyqQfRNrf81AFnJUdrUdjQ1MuPh56ia2WsbF8Ts3GjIO83o5o898hu0lL/Pgqzfxxq4npJAjohNyZAnbsiYSRkAQ59wcc/wuEOoWmVLaHt0SAum+mNvW9q5+N9D5cae9vYgDMf/XnlrXMklBx0PMLyaVfU3Ezb7mV0ogc9PnQ0pgjl/VtCph5+rIYv4jlRmr6+Fprs6Aup45c3X8iglU8WNhO2xcT0cLm185wcTTJjGm8nz+/vb/4/Bzr+CjbVkb27Bxveg1qJGr7rgqx9QEhnb6uzNuyrE76baxXdj2I6be8Dmm/HE2Q/66MvP4z54/ht9+4gwm3Xmb5Zzrv3UNn277ET+bOTUDO042NvP4hIn7Mp/Ob29s4IbbJnuyc9nHhaUNjMUpb7rt2sDGMB1mt5v7/5oHZtxuARHVPj/jQb7XsP8+s0HtlIn7PVnzVD+nex+ZmvmZe71HtndAwoSJ+zL3mtmstr+0iJe+3Jc/X3caLZ2MFrQ+i97nS7fOZ/QHyzL3tP1ev+72a7huwC8tdjXZa8YMOSq72ndn3MQ1A++XGhQntk3jzpk3cvwFBgR1q93AFd++iuO2TuNP8+6gd2VfLjztypzfFRDNvBw/a+aooltAYE/Uc3PsH/C5VXPMCaKUjlpC4GftHKc4ta2lSaMjKei4pPKw7Do4OuxrTvG6po4qYaQEXlTTYao69u04qzoi5j9uTnrRqMQEXi1sIn6U0yKqNymfP/NGjujfh0lfaGPFk1bz0smXrZXa2CDX1iQztemysZU90sqQI97kszNWc96D71C833iT/e/DzuP46vlsO98weA22nXPWJRsYWVdDZcVrnkxbYnxkXY0v25ZqfHRdbz5yyfuZ65R32LyW1m92NIaFMbh5tZJF/Ri6Hntp/WbfBjWnfZWVr1oMfH5/riPHv8PIupqce23wqEU09evMH6bV8cK5WenD5W//kXue/zldmltz7mlxr1dUvmp6DVhfG+bXTGXFq5l2NSe7mheDotm4uP/PLXzi/0HbTrh50hl0KinHHi8ta/ao5uWI+LWs+WlZk+VgqeboVErb42ftHJEwa+d4ta2Z42ZbK5RqTpr8JwUdjTFPntPZvua0pk7V6L6O7Wv2yD7NkUV3VUe1gKiuqo6lXU1R1bFngKTSo0M3LUvQFrYgymnZvpLiUj5a83U++Yliep1tNS/ZbWzC1ARWu1PLpLKM3SkqG9uahrEUAeP+uZbrfvYsffYZb3Y3HVLL9z91DbOvHs6KZUdZznm34zFa90xg76QyzwYu+769kzrx7CP9WVa/xZOFy2lcGOLmPNIvY3wzm8RAj8HNaTyOxwj72MJoN7qut8V0F+Tn13pJWebn1+LzWqsbxljuHfHzM5vVWi4pY0b1J/ntT8ex8XCj571Teys/++/XebDbZDYuGqm8p1fUN7F07gipXc382miZVEZbh51O9jrzYlczv/7Mr/GZXUtZtBv+9lApXUvOwZ6g83JADjlxt6yFrebI/m4ktZpjjheltHlujjnmuTkidgmBOTrWzlHNzfEaywfOQ1PzWhr3pDICRcQksqX/92NK1xu/eCoOG2yxr4F3KYFf+xrokxIAFgObkBKA1cAmkxIAFgObm5QA1Aa2Ta9vtmwbY+ENbJArJlAZ2EC/mACisbCBMX9GZWED/3KC5o0NHH7CEtY1DqV95xGUlxqiDWFje+mhgWxZU2t542K2OAlTVFgbW3Njv4ykoG5iq9TGBlB6+DZmXDWCt0dn4at21U6+8IdnGdfjZYuNDbIWrP8+0o/GNbUZUYHKqCXbJ4QFtYM2ceYl6z3bvJzGyypfYfHcIzLGMCEx0G0l82J2i2vcvu+Vp0oz430GbeIjl7wf+rkV+yorX6Vh7gh61GarLE4WNfO4mONVO6iRsy7ZIL2nao5Zzj3HX8UbdYMz411X7GDywy8yoeuLOfeuX7vazo3Ga6Ztz4k51jWvdjUwfl/I7GoAOzY20G3UXKo7nWsZh3DyAdBjWQO9AgLwZlpTCQhAj2kNsqBjN62JsVRCoJYQAFLb2t7V71I59FD63fTlxMsIZl38BJ1jlhHsbtvFRTM/kbjnJB9JQUcRM+h0rahkz8r3qDhsMODdvgYoYUcGOpCrmjaDDiBVTe9YbHzqHbVqGpJhYAPvuukcK1tI3TSQCAsbBIed5XM38UjT1+nTYxBXjPs+JcWl1v3zjJ9J1DY24zh3I1s7MG/iQGZffjgHyksA6LR3P+f85h2Onr0B1ZTLoGY26fkhLG32yCxqcdjb4s5Sia1Np6VNCAbAv0kNsEgsnM5fO7IbT3xjDNtrKzNjQ/66kklPvEdZywHleX7MasZx6nvUza4Gxu8Ku10N4L/L/kLL+2WMrDxLKR9QLQoq9umAHPBvWYP4ddJiLF+mNch2SIjqTdxKacgFHXPbvB107BICFejYJQR+bWt2CUEKOuqkoJNN2rqmIWYpgd39ropZSuA0WS8KKYE99h5e3QuIhp2r0+e4ntJe6CgXEdUlJtBlYfM7X8cJMIaN782pXSezfPNCZr35I9rb2y02NvFmSUCW3fqky8YGxpvAmkGN9B38N6nVqnvt+xx9xn84r34e10ypp2rZdgDaKkp4+qujeOz7I9nRs9xy/DEdtiuxsCPA9o0NUtOWOEe2b8LEfXx2yhvUDtoUytJmH7db1M66+H80Ny62WMbC2Mrs0XUtt3H7vwGw2NLs6+sEfQ7NP4uRdTVMmLjPk0XNPN7v0MepHdRouUfM9w5AW1kxc64cxp9/cHwGcjo1t3LRtLf43IzVlLUcoHvt+1K72vbGBk65+AXGTWyzjNtfA+L1MW5ii/S1BO52teraDRbIMb+W5773FP9+57fs3r8tFsgR8Qo5ImEhx54wAgI75IgkZW6Om4RAJOfvuq2aA+RUc0TilhCI+JEQFFLb2oH9RXn5L42RFHR8JPMpwuGHmlzu8UoJvKim7VICmWpa9Oq6qaZlc3XMPcK9jupt2e55dI2lx1jHXB1ZZGICUP/hEvGqmxaRwY5KTOBnvo7MOjR4XE+lhQ3UsKOaJDxknHrfaaecwZndvsqCdf/hv2t+yhXfvirHxgZGS42wOJntTrpsbNW1G5g+cwrXDfgl191+jeUNo9nI9uVvXcPIPcv5yu0LGPO3rCzhnTH9+fUvxrPgvP506/O+1JA1YeI+fjZzKhe3/piv3TY55zHcLFw/n/HNjJY6jKVNZQy7sf+vMwY3AT/C4HbTbddmAKK5cXGs5jMnI5r5exLfq/nf4GRL8/tcmcdvuG0ytYM2ZQDFq0VNjG/f2MDXbpvM9QN+xc9mTpWa/K7/1jU0nXqA3/xsPHM/eSjtxcYbhgl7X+LWHz7JqFc2Se/PzGM0NvDDR2/hugG/zLnXza8BoX8eN7FFalYDb3a1q+64Kseu9tG2afQ84Qv8bdFPGVN5HhefMRlZnAxrrvY1n/NyZPFrWVMlSgFBlHNzzAkyN8ccezUH9Cil45AQyMy14gNksEoI0qTxmxR0PMbPpwdRSglUibqqEzZBqjp2MUHQqk7OmFRC4E1MIBLGwibiVzntlCBvWM479ROc1PVKnm94hg33Z81OwtQ0bFwvhp2wJMf6BHptbGK8YkYrFZWvZlp+ZPaqTq0H+M6aP/PkYxPp22Tcs3sry3jmSyP57Z2nsHz24RZDFlgtbRUzWqmseC3TtuTHriaztFVWvur7OpmfqcM54jGEfUyY3cy2MmF2M9vKyk3fE4Qzn6kew/49yax1QZ4T2fiy+i05BrWzL9ng+zHEz3zk+Hcs9j/7PdJU34Nrm3/Fr276CFv7G60m5fv2Mv03t/DifadxVJ+5mceW3Z8r6psYMX6pJ7va8PFLGF7XU2pWAwLb1coeaeF/s+Cz1+3juCFDuPysmykqyv10N4pFQUHPvBxVvLas2RNUJy0SpJpjb1mTxf5BYJTVHHuclNL25EtCYP4g2T43J00ar0lBxyWt76lfiG5r6rjFy5o6XUf0z7Sv5ewb2U9tXAupmjanx5G9HVXTUVV1ZHHTTYN7VUfE6x/EKFvY/Cinw6yvo4KdT51+OdeOuou+15XRfobV1ASG3clscRJ2J782trY9J7ra2FovKaelw3a1or5Jaq8Cw2r1kXGzWfzX0Vz+wR8y3+s7/QZzzJWvc8e3v0fzpd0yNrZ3bdcRRq1l85p47uH+oexqDXNHsKx+C88+0j9jVwtqDAtidpPZylr3TMi0j5mtb8JwphoHpNfSZUTz8+8TBjxAaVDzfq0ylsw9gpF1NTn/DnGPrG4Yy++vuoIRf1jKH8Zm15fp+9YG5m4ezy3bfsz+z5Rm7kFxH5of48VHBjC8rqbj+/VuV5O9ZsScHJVdbe3isUq7Wusl5Yw4DyZfXsxVp36L4qIS7AkrH8gdV8/LcRqPqmVNZzVH9nfGSzXHnqirOfbY/647KaXt7xfsEgJz7BICWWQSAlVka+eYqzlOaU0rPWk8JJURKCImkb31xevpWlZOmZAPRCglAKQGNrOUAHINbGbjmtnAtr1DUmA2sHUxiQfMBjbxi9TJwBZWSgB241qumMAuJQAcxQTiD1vUYgLQb2EDQ0JgFxOIcYhHTgCw9f23eW7nzzms10kc3eNyy75utRvoVPkKy18bSdc+ozLjfm1s1bUb6FT5Ksvm5l7HbqJyM7KZrVYLe4/i8SuH8cHQ7ITL6q27OOO3qxj5UiNFZG1sdqPWkvrNxlyN8e+wZ+8JjnYut/GtjYsZNX4pDXNH0Limd0Zg4GYM82twC2Ili/IxdD32svot1A7axKjxS2nZM8HTc67at2xeU+bn2iq5lvle2HB4V/7zxSNYP6I6c0ynHa2c89eVHPfv9fTo/b7SCti99n0qKl9l6dwRdK/NApjsnl41r4maQY2ceula6WtDvGYWPGXMOQtiV1vbvJR+/dvoW7OMtj0n5tjVQL9hzdgnn3+jmpezvr5J2trr1bIG+RMQgLtpTVbNicu0BlYJgajmmCUE5mqOGXTs837NEoJs23z8EgIw3kOZJQQCcgbf96PEywhmXPiPvMgIJv3t44l7TvKRFHQUETfosh9Mp9P6TZ5AB6Bi6OAM3OhSTe/s+OUTp2ra2E6mgQ2i001DNBY2CAY7KuU06IWd9vZ2/vTfH7Noz9N8auw3OHHwx3OOcbOxgWFkc7KxgXcjm3Gsu5UNYF+nYv538WBeunAw7Z2yheqBi7fxkV8vo8/qnY7nhzW0OV0P9FrbDpaYrWkQzJyWc02PJjWAD6rLeO7zh/PW2VYYGPDkGi7+27t03dqqONPIClOVVodZDcLZ1dZsa+A3r01hYOmxnN3t61L5gBPkiP1BIAeiUUmDP8saWKs5YkyHThrkpjUnnTTEY1oDLEpplWkN4lFKA0rQsbetySROTrY10bbWuno1FUMPpc83vpqCjiQp6GSTtq55TKtiRV6ZlMCtfS0uKYE9XhYQla2iHCb2krx1bk5NoLk6snhdRFQmJoijhS0z7mO+TlA5AfhvYysqKuLys25mbOVHeXzRPbz67j9yjrHb2GQZVteLlfVNmTdssog3e6scrpM91vjjv8LhegClbQc446FVXHfDa/R5LjsZf+3o7vz2p+P455dHsKtbJ+X5ZvvWsnlNljfMQSKul7lmhynM/ub+wxb782B/ngJf1/Qzc7vevtIiXv3UofzylxMskNN1xQ4uu+t1rvrNMs+QM7yuJjbIWT2vyRVyqosGcGrXyVohRyQf83K8tqyJBGlZE3FbHFSlk7bHy9wce8LOzbG3m4voWiBUFns1x5xUQmDN/vaivPyXxkgKOh5SYZr4Zp4EZ16hVxbdUoIgquluo/vmqiMbrKVsEdlcHXPvr32ujhcDmzn2uToi9j8GQefqBBUT2CP7Yyk+PdRhYfM6X0ckKOzI4gd2Vmx5HUCpnrZrp0XqJrYy4eLn2dHYYBk3Hz+8rifD63qyal4TOzc25GinzedcPGUhNYMaWVHflHmDqdL6Dm9byX1v3sM1P3+WLit3GIPFRbxx7gAe/PU4FlzZi5ZK65wFJyV1v0Mf96UtdtJUT5i4j5F1NZY3+9sbG0Kpqt3GdV4ryGNvb2yg/+C/sb2xIUcJ/dkpb4R+bpfNa2L7xgZOv/jFzPNrPsesiz5QXMSi0/rwm1/W8ewVw2jtbKwf1Wl7Kx/5zTvc+ZN/8Onqh6WPbb7XzJAjU6ZDViMtzGoCcmSvmZX1TexobODCqQtyFNLinD6DH6PXoEYL5IjX5daiFzOQ87HqOxh5Qu7fmDCQ41c+IOJ1Xo5IGMuaqmXNnjh10pljPFRzstvh5ubYqzngPDfHniiU0lFICNK5OWn8JAUdDQkiJTBXdZykBB+Gqo45Qas6cYgJdFjYnJTTTuN+TWxu2mlwhp1zun2D4pUDLLpas3q616BGrrrjqhzttNDeXjPwfr4746YM7Ji102aF7riJLXx/xk052mlxjtDxTp85JbMmyfbGBqnWV+h+P932I37xyfO588dPcs7vltFpVwsAu8sreeaTR/OL307gpYsH01JZkqMVtiuprx/wK75222S2b2xg2bwm3zpj2biAqQkT9/HzGd/MaJMFDGxvbNCiZQ5yTlj1s/g3iH/HvY9M5ev9H8wouoMooe3j4mch5uGIn9P1tntB/Fy/9K1rWfXxCh647wT+ceMYmnobbRxF7QcY87dFfO2rr3L+vHlcf9vVynvqwrYfcd3t17C9sSFTxXFSpl93+9V8skOxPm5ii/I1sLLemLfzvVk357yWxDlX3XEVVw78BXc9dhPdOvaZX5fHffx79K7sp4QcESfIUSWIfMBpXo4sOubl2OO3Zc0cXTppJ9OoOXFWc+xxUkqrqjm6ldJBJARg/QA6TRqnpKDjI+JThMqhh1rW1BFxW1MnX1UdkCwIluCqTu9jekmrOkF107IWNnNkLWwDHNraVC1sMtjx08LmtL4O+DOxQTjYOffUj1NUVMw7mx7hp9fmqqdPvmytJ+3tsPFLWFnfpFTo2jXVQsULuTreQ0ctYnhdDSPGL83R+kKu7nfIEW9y4hNr+NVfp3H1W7+hZL+xFs6eQ8p54XOHc9+vT2bBF2rY+7dyVyX1WR1K48qK10IrkzM/H9M+oU0eWVfDKNu/r7Ly1RzNsg6FdZhx2fdk/jfIVNy6Hnvk+Hcyj3HWJRss+8w/v+JH9/OX9s9yzCGv8/DVJ2d00QBnvPEsC/90LN9Z82cO2dEmVUXb76mKGa2cfkn2AyTZ/WncI696Uq+Xd2jAT7l0nfS1AVBRab2WWSO9/GcttP8XLtq6j7u+8BEl5LgtCAr+5QOghhxZdKmkVdHdshZFNQeIvJpjj64FQlXxo5R2ivmDYbuEAKzTBdKk8ZsUdDzGz6cH5qqOfZKdKlFWdWQLiNqju6qT+0vbe1VHRIduWtXCZv8kT0cLmypeW9hEnGBHFd2wAzB0XE9eX1DErf+Cm3YZCl27xlaocmXa6dZLymnrUDm//PBApSbXPP7SwwMzcxrs6mmh6TXre/dOsmqnZTrqHfMP4/7uX2Hp70bwuQ/+RNG+AwDs7dqJh086j8FffZc7v3UX6y7rr1RSv9swNkdPvHdSGc89bLwm/aqUnfbZdcoteyYwskNbbFZCP/tI/xy1tXl8Wf0WXypnp2vZ9dnm7ykqffbqhjEZBfjeSdlxoQdX/Zz2dSrm0R6fYtTXG/j8lL+wrMcRmeP7L1jLfzadw7Ozz2LUmUtc750XHxlgeuzsPSi7P8W9u2zuSNd7vWVSGcvnjmRYXS+pXhqM9tDlr1mvJV5/j/9jF8f8HP5QBW2XlLN/b/Y5MScKyHEyrIH/eTleWtY2ZEQDelvWZAmqk3YTEMiiu5pjN62JhF0g1K9SWhaVac0plg+SbRKCNGm8JrWuKSJsGYuu/Qq9jhgBwN6Vxouy7LDD2NPxddJU0yA3sMlU05AsAxvY9dP+ddOQa2FT6aZzxiK0sIFcOQ3kmNiEWjoOExu4q6fnvPlL/r1mBscPPZFPjfgOpcXGpP5utRsYMPotXnpoIFvW1GbeFKn00s2Nixk2fgkte05UqnWbG/tZrGwyTa84R4zPe8r4fg6v62nRTqt01CuLhvDUmf1479OH0l6a/ayntG0/Y57byPgn3qPXut1KJbV5/JWnSjPjtYMaOePS9Z511E77dI0b+uxNFu119vvNjveoHa39sYNeq7LiNZbMPYLGNcabONHuJvtZmH8eb685nmePP44FHx3ArupyyzG9X27kvKfXMfjtbZ7uEaFLBxg3sU16D0L2Pnzp4YFsXlNrmYsjew3saGxg2PglLJ87kmrTc24/Xryeh43rlXmdCY30S6tm8Y/Fv2BMzzq+/83T2PTOMUqNdBSQA97lAyBXSbtBTr4sa5BbzbG3SruZ1oLqpCGcac3YzoJOENOa2M6XUhqMio5ZKQ1y2xpAy7urOfTenyTeuvbwp57Mi3Xt0scvSNxzko+koKNIRi/9w2mUbWikfLABMXtXvud7TR3Qp5oGK+yYQcfY3mABHcACO11N8GJeV6dZrKOjcV0dyP7iber4YxCXbhpy19bJWUdHsbYOWP/YrVMC0IcHdv7z4lPM2X4vxw36CBcfdYv0GK/6acCzghr8aajBXUUtsrVPpRR4AA6v38z4J9Zw6KJteHXX5CilNWiqPyyxW+78WNia+ndm7scHseiMvuwrt4omzIDjJX6U0SI61dGABXLMaW9v519Lf83zKx7m6M6f4LIzv0ZxkbwpI07IgejXywFrNUe1MGjQNXMgVyftdc0c8FbNEaBj10kbY9GumwPWtrVuNrDJh1IanNfOcZIQVAw9lJZ3ja8LAXT++omn8gI6n31iYuKek3wkbV3TGLNqOoiUQJUuI/tLbSZgfNKi6qH1MldHxMtcHXO8zNUxx16iF3GasOlHTOClhS2nXS1EC5uIn/k6srjJCXSb2IK2sX3k1Ilc0P3bDNt1fmbMbGOD7BuznRsbpDa26toNXDh1ATWDGi36aZmJSljZagY10vfQx5RWKzEuJojXDGqkb4flyxyZpa3Hxj1c/tBKvnX743x8/guUfdCS2beiroa//t9x/PU3o1h8SRV7upRarnWMxPg2YeI+Lpvyetau1jFhXmVvE9fyYxnzOx7HYwR97H6HPp4RC0DWxnbZlNelx5uf832lRSyZ0JuHv300v7p/Aq+fNyADOUX7DjDwiff4xvef5pf1P+GYze73AhiSi1MufoFxE9sskKMyqwlj4Kenzs8IB8znmO9pcb/XTWxVvjb6DH6MnRsbGDaul9SuVtV7Pe+tXcWELl/gc2fdIIWc9+ZtTRTkyBJkXo5MBKOzZU22Zg6EFxCI2Oemyqo5qu245+bYqzmWfRqV0rJqjpeY29bKhwz2fF6aD29S0PEY8ekBuEsJZPGqmjbP1VHBDah7ZbuO7JfTY+s0V8feu+s2V8f+S9b+S9jtl7Z5ro79l7/4FCyImEAWt7V1nMZyjWs9lBa2qNbXCWNiiwJ2Tjn5FLqV9uWd19by8KIpnHDZFRYbG8DxF7Ry58wblTa2iW3T+N6sm6mb2JrR6spsbOKcH8y6mckD7+e626/OqHqdbFfTZ07hugG/5IeP3pKBHbM5y2zUEvtu/+plPPHc6axv7s8nZsyn87pdmf3v1fTj75eO494/nMLfbhnDpjPgy9+anGNpk9nbxBt3mb1Nl8HNaVzntXQ8tvi3b9/YwNdum8z1A37Fz2ZOtdjYZAY88/hp372XF77Wn//3+1P429QjWXVc9ndIlwM7OW12A9df9wo3/vNFfnj5pxwtamJ8RX0T2xsb+OGjt3DdgF/m3FOye23VPMOW9oNZN+fcu2a72jV3XJ0xD9ZNbM28BuyvDZlZDQzIufAbV1KzahpXfvtqLhv7eS484wrZy9OTQhr0Q44sOubliERhWfOyZo4sQXTS5tjnqooU4tycqJTS9mqOSKqUThM0Keh4iPlTA7dJcGFV005RSQnCVnX8GNjMsf/ytf9yDlLV0S0mCLO2TlTKaT9ygqAmNmOfftgZOq4nre172LRjJad9rI3/zsy1QXkxTg0cvYhhdb0YNn6J0jhlN7gNH7+EVfOalLYr87gwZK2ob6LCZisbZDK7ma1avR5u4vINM/jG117jG0//lfEbXssct79TCUtO7sOvbzib4d2WcdvA79Pw7MjMYw+2Wbuc7G2iLUuXwS0f1jW38WXzmnL+feLfftYlG6iY4fxcmce7jlvD/cu/xLGfWkBdn/m8dNZI9lRl59AMbl7N9N/cwtr7BvK1xX+gevNeTxa1skdaqegwn51+yXrT9yS/p8oeaaGy4lVWzWtieF1PTr10rdIkaL5vT7l0HcPqeinNgyqzGkCnvv/jzLNaufjXUPRQKyd9Vv57Pp+Qo0s+EHRejkgQy5qIl5Y1WbzopN2qOfaWNXN0rJvjVM2xJ85qjteY1y40z81JqzlpvCYFHR+RVXWAvKum7fFb1bEnyqpOz6NrHKs6IkFb2MyJqoVNBjt+W9h0mtjihp2jThzOpYfeRl1dEecugJ/sKmHt24Ypym5je+Whgaye16Q0S7XtmUBLh9XKbG8DmcHtRIbX9eSlhwdmzjGbsGSWtuF1NSydO8Ji7VpjMmfJbFsl+9sZ9PcDvLj/NN76/Vi+tvNeKrfuzv4sqgZy9yW3ccwX3uBLl97Bc58byss7TqXFZv8CuRUMyDG4tV5iGNzslrG9k4LZykR0mM+cxu3fq/g3ADn/PrfnxDy+6rOH8ae+F/PHHx7PtdfczjfO/BmvH35s5t9VvHc/gx5/j+vumUPDzlHcsu3HdP7UHleL2pqGsZbvt2XPBIbX1SgNf+bxlkllLJs7MjMXR3VPr1081nJ/qgyDaxePdTSrrdjyOtdP/wsflMHTX4Giz5WzvmOfOYUAOSJ+5+XI4nVejj1h18yJWictEue6Ofa5OeboqOY4RTU3RyRVSqfRlVRGoIhZRtC1ohKAllXv+pYSAEoDm1lKACgNbGYpASA1sO3s2Gc2sHUxVX6SZmCDrJhgc4d0IKyYAHItbCoxAbhb2MCQE3i1sAF5kxOA/M1FlIKCrjXr+PsbP+VfC1/n+lN+ycBqw05ot0QJScExF7RITVTCOPW/hweweU2tRVSgsldta2xg+PglLJs7kq59RlmOV1nayitfYencEWxeU2sRFnixcG1p6sfy43vx0nG9eP/MvjnyAoBejTs45b359HuularXOlF8oD1zHTdjmMrs9t9H+mXsY2CY3UaOf8diJRs+rmdkZre5T2YrJ7LHBmNuUtB/nxhvB5oGdGb96WUsP6kX7/QbnPP8AvRevJHjX9zG6P81UrlrX87PSfXz29bYNyMaqBnUyOmXrHc0+ZnHd2407rU2my1QnGO+P81zcZzu9Vc6TIViLo79NbNg7X+Y+eY0+nUaw2dGf46zLm9ifcc+c5IEOeBPPgAG6Hidl+OkktZpWQP9AgKQm9Z0CQjAv2kNrKCjw7QG6rY1ezUnrIRAVHT6fP36VEYgSSojyCYFHUXEDbr4y1+ix/CRgDPoQH5U04B2AxtYYceLgQ3IwE7TW8Z+v7ppyMKOF9006LewQTjlNMhhxw46YMCOHXSgsGAHYN7LC+nZ6VAG1/Vgd9sODinrlnOMFyMbZK1s4G5mAywqaj8RljavhjZzPuhWxtITa5g/tgebT6yhvSQXeio+aOOwN5oYuqCJoQub6NLc6vtxvMZue9MdPwY0P2mtKOHdI7uz8therDy2J9trK6XHVS1t5piFTYx6uZGadbulxzgliEkNvNvURMJa1cxZ8MobLNvzIpec8RVKikukxxQS5IC8miObzxhGJQ36LWuQW82RtaxFqZMGK+jIdNKQLNMaeFNK26s5XpTSAnLa3lvFwJ/ek3jQ+fMF+QGdzz+Zgg6krWue0vbeqszX4tOEiqGHWqQETjEbReJaQNQeP3N17Ak7V0dEt5hARGcLmz065usMrOspnWw7cFxPqZwgiIktTBtbmEVFAcadZLQUPfXCw/zk+SvZwvMWGxsYb+p6DWrMmKXMMRuqhtX1yrxRXFnfJDWymc8ZN7GF4XU9WTWviVXzmpSGLJWlTUxE7zv4b1LTl8zONbDiPa5u+T23/uk/fOPKl/joL5fQ++VGivYfyByzt0snlpzch6e+Ppp7/3gqD/16JP/7Sj+WnlDDB93KLI8hM7j5GTfbysTEfvN/qn1ex4N+r/Z9rRUlvDu2O//7zGE8+sPR3PPXU5h5+9EsPH9ADuT0WLmF0x5ayZe+8go3TJ3PJ59/hbOH/V35GCqLWt/Bf6NmUGPm5w1qi5oY37mxwQI5qntQnFM7+DFjfRzTvas6Z+fGBk6c9DzHX2AF3261G+hz3EyeeOc7LJu7gR6lA/nsWV+LHXJEgkCOLH7lA2Hn5ehsWRNJgoDAXs2B3L/LSZubE2aBUFk1B6zTB9Kk8ZoUdFxSfujg7Ncuk9/MPaVm1bSIDG7Mc3WcpARe5up0te0LM1enemyfUHN1dOimg4oJ+hzXU2rNCWphCztfR0T1x10FO04mNp2wA7jCzpBxPTPqWlmGjuvJkPLxdO/Ug3ue+Q7vvTiNL3zrygzsdKvdwF2P3cSVA3/BnTNvtBjUZCaqYXW9qBnUyDV3XO1otRLjQkV93e1XS21sMnMWGItBClPbdbdf42pqs48PrHiP459Zz61//A/vbTyU3z99BZ/eNZPyHXstz8/q3v158SOjeOzWo7j3T6dy/68m8Mw3D6P8h3MZ1PM5rvn2Vx0NbkHGdV7L7/iB4iJaj9pFzd2zee7UQfzlvjH8+OHT+Ov/HceLlw1lxci+7CvNKruLW/YzoH4NP2yeypLfjuD9sv588vlXqOlYuNXJmmfet72xIQOv4uc6feYU13uhunZD5t75/oybMgAtu9dEqms3cM0dV3PNwPv53qybpYZBcU+v7lBRi9eA2VTYrXYDh597BVN/cj/v7nie0t5LGeoAIVFCzhqFKtoL5OiQD6jiRyUdpmXNHHvLmogOAYE5YXXShTw3x2tkSum291ZlOmfS6MmDDz7I9OnTefDBB5k6dSrNzc2+9ic1Keh4jKyqA0irOn5U005JQlVH/BL1W9URyYeYQMSrhc0MNuKPpFfltCph5QQi+YCdoNWdsScO5b47P8XkOvjy43DZx1rpdfh8wLCxmU1Uw05Ywup5TUoTFcApl67zbHADOPXStZbjKysMo5bK0mbfVzGjlRHjlzqa2pxsXgMfWscVP/8js+6fxJ9/fxdXfLOeC+f9l2MaF+Y8V9v6dmbBiUO5vsd9jPt8PT36beWnPzyXv90yhgVfqOE/885h5ZIhFD+639VKphoPco7f8UNHLWLLkz15bsvp/HLZdfzz6yP47U/G8aNHTudH3/0EX+j5J35x7Fd5o+wY2outf24ObXyX6974Jd/8xx+YcvmL3PvyfUz99XRGzHrH03Mu2zdi/FKG19Vw+iXrXc18YnzVvCYqK7Lms/IZra732sr6JspttjTVOcLsdvJlVkvbgNFvsf/Afl5Yez/nTGrj8FKY/0X4+NXyNkfzGjkHK+TonJcjosuy5qVlDbwJCHTppEWiXjdHFq/VHKekSunkZPr06UyaNIkpU6YwefJkbr31Vr74xS963p/kpKDjIeZPDYKopt0WEE1yVcec7mP7WD5N6j621vJpk2wRUXPsv9xF7LDjVtUJuraOqoXNHhnsqFrYgqyvo0s7DdHADgQ3sm165xjueaScxz4PDCpi03Kjrc1sYzMMahMYNq4Xrzw0UGqoglxL1csPD2RlvdrgZh9fNnckq+Y18dLDA6VGLcg1tQkLV8ueCRY7lxebl3l8/eLRDFqynVN+s4HXWk9ky897MmvzpznzX2/Ta+5mivfutzxvB4pL2NCjN0tO7sPDJ53HBZ9+isN/t5KKm/Zy7We/xUN3HcNPjr6aH35xKjOvu4hnLz+D+i0T2Nu5hNUKixl4M5w5jS9ffjTNvSt4Yc8ZzLri09x301f42nX3cufp1/Pg/zuBy778A/p/eQNnTnuOG866l+dG17Hx8KrM4p0iRe0H6Ll8M8f9ax2X/e4l3tkwnNV/Oox7e95A7VMllO3d7/m5FeMr6pt48ZEBJqOe8fOT/VxVFrWXHjZ+z7btOdHTPSXuQeOcCa7ntEwqY/lrIxk2rlfOa2Dd4iNZvfVNHv73K9z29RKemwo9vxjcrPbevK2ZVlR7gkKOSL4gxx7VvBzIhRwv83JEomhZE7F3L4TVSVu2JdUc+99xHevmyObmmONUzQmyQKibUtr8wXMaPZk9ezbV1dWZ7erqakvFxm1/kpPKCBQRk8hWTJtG18oKWlavptOhQwBDSgBQPvgw9naICLwY2MxSAkBpYDNLCQAtBjbAIiYwG9nMYgKZgQ3Iq5gAorWwgVpOILOwgRWa1imFBWo5AYQ3sUE0ggIIJynoVruB/qPf4pWHBtG0ppYDQ9ayauubXHjSWQwa+3bGLCWybeNihp2whL0erFZCVlAzqJGTLl2rtFqZx5fVG4s7Dh+/hD175Y+hMrUdOmoRzz/Sn80my1jdxFZPli+n8f2lRbw/pCtbjy9ixxhYVDKIpsG9OFAhn5PhlJLW/VTt2EOPfdtgeyeKthvg0KllP2V79lNVup3qno1s39ybPbu6ZM6r6LKLzn22sXlXHz440JXWihJaK0to73KAlh5FbKuooqWyzOGRFTnQTtdVOxm4cQ+Hbnmf4w/UU/lCV/a+m33N+Xmu7OP1T2W/p+F1Na4/P5VFbdnckXSvtRr7nExpLz88kM1rai2yAdU5Ozc2MOyEJbTtmWC514Vd7YVnK+nZfirv1m9l+76NnPGp7vQf/ZZ2sxqEg5x1in1OGmk/hjXwNy/HSSUdlWUN4hEQQDjTmkxAAFbTWpVNSBC1aQ3UoONUzfEiIRDvrXpf/7VURiCJkBGsXbvW8pyUl5dTXl6ec/zFF19Mc3MzM2fOpLq6mlWrVjFt2jQeeOABT/uTnBR0FLGDDpADO15U04AnA5u53S0fBjaw6qZVBjbQo5uGLPzYddNgwI4ddCBaCxuEU06DP9hRmdigsGDH6RiAx5//E6/s/CODe4zh0mNvp7pSXtnzamYD/3Y2yBrawL+lLXsN6ye7QaxtqhwoLqKpf2caB3eh8dAubO3XmferOvHB4K7s69pJ2+PoSvHe/Ryy9gO6vPsBA/fup/d7H1C7+gN6r/mATq0H3C/gI0HNaeaY71evJjXwblOD7GsK5Fa1tv0tPLn4fl577x98rPp2BpUfE9l8HAhuV4NkQg5Er5IGPZY1cF8c1A1yAEfTmkonDVbTmkwnDfkzrYG6bU0FOWB01IhqTiGBzh8+9s+8gM4V//xYzvidd97JXXfdlTPe3NzMcccdx6pVq5gyZQpDhw5l8uTJnvcnOWnrmkva1norkbotICqLea6OUy9rkLk6XUf2z+m5tf+yE5GVtlVzdTLbEYgJ7P3MflvYRGQtbLL5Oub4ma/TT9quppYTyOJkYoPCaWPzYmX71OmX8/Hud7G5eQP3vHA1C9fNxvz5SrfaDYw+85mMiWr1vKbMG0aVvapuYisXTl1AzaDGzBtRp+Orazfw6anzGTexBSBjaRP7vJjawHiTPW5iGxdPWUjNoEZW1Ddl/lPZv1Tj9n3FB9qpWbuLMf9r5KLZL/F/9T/hzp//k1s/9wI3ff4FrrplHp/7zUt8/n//5LTZDYx54X1q/7eRbkuaqdi2m6ID+uCiYs8eqt/bRs1rmxj5ciN1/1zL+X9/gy/NnslXfvwfvn71/7j9kuf4xs31TJn5LFNX3sdZby2g/4odFsjx+5yIcSEVEP+J53zcxLac79WvRW3cxBZHk58YX1nfxMr6psy9prKuiXPM2ujjL2jNMQ+ubX6He1+8lvr3nuHUrpM5/eSzlJATdj4OJAtyZJFBjkjU83IyYzG1rPkVEIio5ua4CQjsc3Mg9+9+1KY1pwRZINQ8bUBATtt7Kx3PSQNr165l+/btmf9uvfVW6XHV1dVMnTqViy66iOnTpzNz5kxLa5rb/iQnBR0PMb+YMp8mDBlsUU2LyFTTlhezw1wdc8LO1bFH/FIzx96ju9NW+haRzdWxbusRE5gjPh2zw47sj4oXC1vO2PE9cyxsXufriPiBHZlRyA127Eki7IA3BfUpJ5/CxT1/RP+So/nnm7+mbb8BHN1qN3DFt6/io23TuOLbV3H8Ba2ZT8J3bmyQGtnMVqvvzbqZuomtrKxvYkdjg9SQZTdnCaPW8Lqe7NzY4MvUZh6fPnMK4ya2MbyupsP4Zti/rrtdbWlzMoapzulR+z6H7Ghj7PZ3+O25Z/Gn1ybynxHHcPVf53Dtj9/mrnueZPsH3dn/kxK2ravmezfO4PovvsS1X3uVr9/9L/616Txmzzibpzedz3X3zOZz317IdffM5ulN5/PSQycxb2Mdt93+d278wovcff3D7F5byZ77OtNY3IfbfvdvLp6+iMueeJ6/Hzee+9+YxE8/cwGDS96lqF3Pv0+Mb29syDyHP3z0lsxzO25im9Kap8uiZh6/5o6r2dFh36ub2Cq9B+334VV3ZO9d+z3drXYDq5re5BcvfZkDe0u4qOc0Pn76pRQVFUlfK25VHPMxSYIcWfwa1rzKB0Rk83Lskdk2dVnWRHQLCNxa1kAtIMhsK8xqcZnWvM7NMX8g7FTNgXRuTpBUVVVZ/pO1rQFMnTqVIUOGMHPmTFauXMnWrVs57rjjPO9PclLQcUnZoMGZr91Uhm5VHbNqOnOcpKojPhUxJ+6qTrcxfUJVdXSJCWRxs7D1PraXq4VNxIty2s/6On5MbJnxAGvs6Iadw8b1ZM28ra5r7XiRFKiOGX3CYK4753t8uuc01i/cxdbd77N878N0ethqogLjU/FhJyyRGq9kJqxhdb0YNt778SJ+TW2q8dMvWU9Fx3UqZrRSUfmqo70NnA1uQcaLnoXqh7czatB8um/aS+17uzi18jnO++O/Ofv3/+X8Pz7DOUWzGfLmVs4pms35f3yGk/78CnV/ns9xNa/QpbmV4UNfp/KRvaG/Jz/niOdqxPillufQ7TmX7auseDWQRc08Xj6jlVMuXcewul6O947xs82eI+5ds2FwywPGPd2+oi8nd7maW859gLoJR0tfH+L1A+7SAdAPOevmNYWCnDjlA07LAoRpWTPHa8uaObKWNYheQGCOfXFQOHirOWWDU720jqxatYrm5mbOPvtsAIYMGcKCBQuorq5m1qxZrvuTnhR0PKZQqjpdR/TP+VQmO9HQWtWpGt1XWdUREb9Eq20l80wJPdM33NFH7NDCBuS0sDlVdUSibmFzU06LqNbXicLEBvHCDsTXyjbmBOOP0/Nzn+bHf3mKj/27mHXHZk1UImarVcukMl55yHgdqKxr9uNfftj5eNk+s6nNbIOTWbucxlX2thcfGZCZb+LXMuZ3PI7H8PPY4t8uM6WJ58rLc6uy5rVMKmPZ3JEMr+vp2aK2dvFYVtY38fLDcvuf6t5ZPa+J5a+NzLGogWEYbP5EGbfshsHT4fHfFFFcVMLHT7+MkuLs2kHmmAHGS6uayqy2Zt7WzAcXufudIUe1L07I8bMoqNu8HBG3ljXVvBxZZJATZM2cOHXS9m37+4Coqzkifqo5IukCofFk1apVFqOayLXXXutpf9KTyggUEZPIVk6/m66VFbS+u5pOhw4FnKUEYBjY9nR8nW8DG1jFBDIDm3nbbGCD+MUEoNfCBuTICWps7QlJkRNArokNDEGBXU4A0QgKILykAJytbObMefEZXtr9K/YX7+Hjx3yGo3t+wbIavLBUrVt8JPOfNGxbh43r6WrIWrvYauc6bmKL9Hj7OeZ92xqzdq7Na2ozb0D9Wr5k40JqUDOokRHjl7J07gi6mQxgYaxk5nGd1/IzLmDO/O/rXjsm0HOlGhf3WM2gRk71aOAzjwuLGhiiAS/31OtPGm0for3SfH8KW9o7m+bxjyU/ZduuLZzSdyLnHXW95Z62J+pWNWN/4UGOn3k5XlXSmxduyWlltresCcgJKyCQtazpEBAAFtOaSkAAVtOaTEBgbOfHtAYG6AQxrZmrOTVfvSGVEUgiZARen5NzzjknY1QTufbaazNWNbf9SU4KOorIQAeg06FDMy/STocOsaimwdnAZgYdQGlgA5Sw48XABu66abNe2qyblhnYQJ9uGuSwYwcdCGZhA//KaTD+qHpVTkO8sKMysUH+YAf0AU/Da2t47YO/smzvi9xy5u/p3rmP8ljwZ2fLnNNhafNqaLNHh7HN/THknyKDXrubrqxQTDKH4GY0twQ1p5ljlld4MamBu01N5NV3n+DxRT+jf9kYTun6RY6fkLsmjoi56plCjn7IgeRZ1iBbzRHdDgJ07JAD4XXSYDWtmas5cZjWwIAeP6Y1MDpkzKY1SEHHb/yCTnNzM3fffTc9e/bMrJEzefLkDNi47U9y0tY1jzH3gqoWEJXFPFfHvIBoznGrrJ+EyNL5iIHKuTpdRvbPKS+rFhEF9QTFIIuIWrflJfmoWtjc5uuAvP/ay3ydvsf3VM7XCSsngPALikK4NrbB43qyZl5TIEkB6BMVjDphEFedfSuf7fULmt/uROu+Pfyz4Vfsat2eMbKZ7VXDxvWi16BG+gx+jJ0bGyzXcrO07WhsyNi03M4xjwt5gRAY9D30MYvNSxzv1d4m2ze8ribzn90yJuxj2xsb6Dv4bzlWMjHuZnbzOu70GGIcyPlexfcf9DmRja+a15R5zmsGNWZ+DrKfk/1aYlz8zM0WtbqJrcrjRVZ3PPaJk563iDJEutVu4IjT/snO0teM7Y1jObvbDdzwkf/nCXLcrGpOi4BCYUCOSBjIEfEjHwgKObLosqz5aVlzghwRt8VB7dUcETPkiEQxN8f8fkY2N0cW8zQAFeQUWg60F+XlPz+prq5m2rRpTJkyhcmTJzNlypScBUKd9ic5Kei4ZN96q+VDNlcHsMzVEZ9KyObqmOM0V8csJpD1wILxy0f2SwlyxQTgPFfHnG6j+1p6ff2KCbqPrc0RE5hj/2UvYocdmZjAbb4OyC1sQebriOiQEyQRdsz7g0gKwD/sOB039oQhDB3XkwWvvc6rq57kx89/jvbhX+C8lqy9Cow3l3c9dhNXDvwFd868kZ0bG1g9r8liwXKztAG+TG3m8R/MupnJA+/nB7NupmZQY+aNuB97m9M++7jZPjZ95hSuG/BLi/HNPH7d7ddYAMVsMjPvcxt3egzzuI5/n2z8utuvzoDkuIktlufc/hheLGo1gxoZVtdLaVGz3zvinuo1qDFzr5nvQXEfDj33Cm770Y954H+3snXDm1QWd+O8Uz+hNKqJ14H5deF0jApwoHAgJ6xGGozfwSrIcZMPiHiFnDgsa1EICCz7bYuDglpAkE/TmqyaA+5zc8QHz/vWrnA8Lk0aSEHHNWWDBmdeTEmr6tjjp6rTdWQ/V+1kUDGBSJi1dUSCWth0wY5KTtDv+B6+5ATy8eTDDniTFHixsnmp7gCcdPIELu35/zhqcH+um7KPY78P8+5ukVqtyme0cvJlxj1utmB5srQFMLXZx0+9dC3D63pK7W2r5jX5Moa5Wca8jFfMaOX0S9ZnKit2G5zY52U8zPfk9xxhSjP/XMVz62Q+U+0rtxnRTrl0na+f67ATljBsXC9OvmytZVzcg5t2ruEPc+/i7Ivb6LoX/v05OPVz77su/um2No44Dpxb1dykA2s67GlJhRw/GmmvhjURL/NyQL4UgY6WNfBmWdMlIMhsB9BJZ7bzYFqTRVXNETF/0JxCThqvSUEnZIJUdbwa2JyqOuYWNvsvJ5VuGnI/zfGjmzYnirV1VC1sXhYS9aKctke1vo49ukxs8nH/sKPbxmbeHxR2QHN158ShXHnKt3nusVK69ITmE0pZt/hI9h1oY93iI3NsV8PG9aJtz4SMOatlUpmrOQvkpraV9U3Kc7yOt+05EcBib2uZVKY0hgUxu/m1kkXxGEEe2/6cvPTwQN+mNBHzPvPPr81mcHO71isPWa1rbXsmAEjvNYBZb/2Yhne28rt7Snj5Vhh9YznrTcZAc7wY1czHRdWqBsmFHBEvhjURr/IBe7yopEXiaFmTrZljTpQ6abOAQCSJ1RzzB8vmD5zLBg/JOTZNGntSGYEiYhLZ6p98n/JG4xdL6cDDAfJmYAN8iwl2doBMEsQEEJ+FzRjb4snCBniWE4B3ExvIRAS50gJj3J+gAILZ2CCcpAC8W9kgvKigW+0G+o16k1ceGkTTmlrmHLibLuXVXHTSBRxz4kaL7UocP2D0W7z00EC2dBi1nCxtILdzLa/fYrQ7jV9Cy54Tfdm8VOMvmixfIjWDGjn50rWh7GNO4zqvFfSxKytezZjrRMYpLHh+n9uV9U2Zn9PyuSOprh3t61rCogZw/AWtOQY1MO6p7kPq+f2jqxl8yFmwsh87929mzLgh9Oy3hf6j32K97RwRL4BjPi6qVjWIH3LA37wcr5AThXwAcqs5birpoJY1UAsIvFjWIHoBQWY7AaY1MEBHVHPKBh9m6rIZQs8v3Zh4GcHvPvp0XmQEVz390cQ9J/lICjqKmEHHsK6tUoIO+DewgfHiDWNgg3h002CFHb+6aYjGwgb6lNNghR2Zchr8m9jAH+zYQQfihx3z/qitbOBdRd3e3s5TL8xg/q4Z7G3fwbhDP8YZh19GdaW8WigSxNKWObfe+olwUGubKssk1TeIzuwWZVYpqoFB7WiqrLQ9Z17NaeZ4tai17tvDK+8+wfMrHqa1bS8ndb2KUZ3PdmxRA31GNXAHHOOYYPNxoPAgB8ItChqFStoY82dZA3k1x0lAEKdOGoKZ1uzVnChMa/vWrshUc1LQkScFnWwKFnSam5uZMWMGM2fOZPbs2Tn7p0+fbtHiTZkyxdf1ZaADhVnVgeC6aYhnbR0gVuU0xAc7cqjRCzugVz9t3q8DdsBbdcftOIDWfXt54n9/4Y1dT1DaqZTbz5lBaXEnx3MgCzyQTOgxRwVA5sQNQyqQEdENNObohhtwBhyAd7e+zR/rv8We1p2MqDyT4w65iKNOHO54jlfAMR+bryoOJANywLtGGrzJB7yslwPeVdKQW82RtawJ0JG1rMnWzJG1rIWp5lTZoEdXNce8aLm9miPTSUM81RwoDNB58Px/5QV0Jv/r/MQ9J/lIQc7RWbhwITNmzKC5uZmtW3P7/KdPnw7A5MmTmTx5Mscee2zgFVzb1hkvULdeUNVcHRGnuTqVhw/yPFfHHpVuGnJ7bKMQE4g4WdiAHAubXUwgi07ltExOYI4uE5tszo59Xg4Yf/Dl4z1z5uuAes4O5FdS4MXK5nXujldZQVlpBRefcQ2f6/VLzj7kRtbO38Hu1h384+1fcKDLohwdNRjtR5/85nyOv8Awrq2e15R54+tFTwxkBAZ1E1uZcPHzFlX1yvomz9fxsm/cxBY+PXU+4ya2WNTWYlzY3sR/duW1l31+x92+Jz//Pr9K6JpBjRkltB1y3K4lDGpgwM3xF7TyyW/Ol94jQ0/6B5vanwVg77IqDis5kUt7/Zyrzr7NM+R4kQ14mYsTB+QMGtczUZAj4gVyRHRBjkhYyBEJYlmLSkDgRydthhx7ZC1r5niZmwNom5vTtmal9PtMk8acggSdY489lsmTJzNkiBw+7r77biZPnpzZPvvss3nwwQcDP575xWQ2sIlPGdwMbOYXs9nA5hQnA5soHZs/ZRGxl6BFkiAmCGJh06GcVskJ7JNSneQEXk1s0nEF1ECunACSCzu6RAVegMftOICRJwzglJNPAeD1eW+yYM2/+PZjX+NvD01j3GeusOior/j2VXy0zdBUm9dD2bmxgavuuMpVN2wfv2bg/RlV9bC6XtQMauSaO67O6IzdNNVO+7yM/2DWzRngsOuXzSCi2hdk3M/3GuTft6OxwfIciue2bmIr35t1c87Pwu3nJH6ud868MfMzt98L4h4pqlrCuq6Xc+337uF3L32PrRvepLz4EK44ewrHnDjS8T70KhsQx4L3Kk5U83EE5OTsm9fE+nlNGemJOXFAjleNNISXD9hjn5cj4qSSFtFtWfPbsgb+BAT2qAQEspY1c+zVHHNkpjXx/sec1LSWJuoUJOg4ZdWqVTQ3N0sXMpozZ47yvJaWFnbs2GH5D6DToMGZYwqtquNXN21O1ei+lk+F7GvrgHNVp/vYPjlr65jjdSFRWdyU072PqZEacmR/3LwsJurHxCazA4l4NbEZ+wzY8Wpjg3CwM3hcT9bNa3JcXBS8WdnCVnfAu50NYOi4npxy8in8+f++yHfPgqffgmPOaeOFtfcDVh21WREs9MFmLXRF5auAdw2xGD/l0nWZ65TPaKW88lVW1jdZNMde1ci6xuN4DB2PLZ6rYeOXWJ7DII9RUfkqq+c1UVH5quVaMjV52SMt9B3xBjPf/BG3PXo9P7lvP5/pCQu/5K6Ktt+bOqo44K1VLW7pAMQHOfY4QY49OublmKNjXo6IbsuaZb+kmmP/e+7UsmZP2MVB46zmpNa1NF5yUIKOLNXV1TQ3NyvPu/vuu+nWrVvmv4EDrdWSuKo6ZtgJUtXxo5vuOrK/sqqj2t5p6xNWra0j4tbCZo7446BSdIJcOV1zTC/lHyqRMOvrgAE79j+uUa6xY+zrgJoYYAf0tbIZxzhXd9zW3YHcdjY34Nm2so4bHyjn3Tvh9z8roXzNiaye18Sc2SX8Yl8pu0+2KoIhVx/ctmcCq+c15eiG/eulJzCsrpdSX61DYe1XvxzFYwRRP7/8cK7K2f5c+XkMs6q6bc+EjGpcpoVet/hI9k4qY85AaPlMGe8vPZrtmz7glD4TWVHfifu+Cv2+pFZF2+9Fr4AD7lUcp7VxjGOyAKOSDqxzWD+nECDH/EGRG+RELR+QxUklnTkmxpY1EbuAQMT+9x1y3wfo0EnboxIQ2KOq5pgFBCJpNSdN0BSsjABg1qxZ3H333SxYsCAzNmfOHM455xzs/6yhQ4cydepUS0ubOS0tLbS0tGS2d+zYwcCBA1l9z/9R1SEj6DRoKECOgQ2g06FDLQY2yBUTuBnYjG3vYoIKEyjp1E2D1cKmW0wA/i1sEEw5nTsWjZwAJCKC+Vt9mdhk48Y+8SbAui+ooADCSQrMx7iJCoxjwssKwJuwoFvtBovud+W8Juo/mMGCXTM5pHM544ecztG9LqG266GWc1Ra4U6Vr7D8tZFsWVObeQMaVC9tHzcrrJeb9MtD69Q6bL/jOr9fL+MLnsrqmoHMv69tzwStj22+v3oNauTky9YqVeNi/IOWbcxf+wzz1z/Bph2NXD7iGxyy7aRM5cZ+79jjRzRgPt5LBQeCW9UgGukABF8nB8JBjhgPCjkQr3xAjDmppCFay5rYzrdOGgzQMQsIINe0ZhYQgD/Tmrma0+Pam1IZgSSpjCCbvIPOrFmzePTRR12Pu/XWWzn22GNzzvUKOt27d2fatGlK0LEnY10zgQ5Ap0FDQxvYIBd2zKAD0eumwQo7h5gqQzrX1gFvFjbIwo7KwmYfSzrsBNFOy8aNffHCDoS3soE3Mxt4V1GDP0ObyOuvNrB4939Yuuc59rbv4PPHf4exfU/1dK6I2doGwcxtnh6nPrctx5wobW9usdvPZAliRPMSv9Y0c55cfD+vrH4c2osYWnEioys/woSTJlBUVOR6bhSAA+G10SJBW9Xgww05EGy9HGPMvWUtDssa5FZzzHNzzC3qbjppc+u7H500qE1r9mqOF9OavZpjN62J7ppCAp0HzvsXlTGDzp62XVz7TAo6kADQCRMZ6KxatYqhQ4fmgE5RURGzZ8/m7LPP9nRtcYOuuPkquh8+CkB7VQcM3XSYqg5Eo5sGf2vrgPeFRI2x6JTT4H8xUTD+kJpBBwoDdiAa/TR4hx0oDODZt7+V/778DIPKjqGsuDMNXWay/8A+jht4Lv2qDre88fVa6QHnRUl1VluaGxfnVIAAaWXIbV/Qca/VmSD/PtVinqqqjfh52H9OzXs28/r6OYzteyo7F1ewdM9ztBzYxRGVpzH6hMF4SVDAgeRXcSAY5Kha1SB+yAG1YQ38LwoqxrxADvhXSYN6YVCIfs0ckFdznNbMgfCLg0J01Zx9a1fQ+/9+mYKOJCnoZHPQzdEZMmQI1dXV0rk6XiHHHnNvqGqujoh5ro6IeaKdmKtjFhO4zdWxJyoxQfaXY66YwJygFrYgyukg83Xs8SonCGNiA7n61MnEBvI5O07qacidswP5nbfjNncHvMkKwLudDfzP4QEoLSnj3FM/zsgTjD/kuzfCgvfmcO+Lk/np81fy32V/5oOWbUo7lxi/cuAvuOuxmzK6arO97ao7rnK1tzntcxr/3qybc4xvwkpmH3faF2bcy/ca5N9nfw57DWrM6KDveuymnJ+F+efx0bZpXHD9lby57S/86pVvcPecz/CfJX9g4fz5AHzstIu48IwveIIcP3Nw7Mf7kQ24CQdUc20gfKuayqwG+Ycce6KCHHvskCOiSyUd1rJmjr1lDXL/busQEJghR8SpZc0c2dwc81xlET9zc1KddJogKWjQka2hA0abm9mwNmvWLM8ta/aUDhyc+dps+JDZPswvzsxiVyYxQYXEumYWE5gNbDnHxSAmsG6HW1unemyfHAubOV6V0+aolNP2BJUTiMhgR2Vik8GOH+00qEQE8cLOoHE9M9pZe9ysbOIYcNdQ+5EVQHTAA4at7TNnXsdd58/io9W3UbVvIM8ue4iWfbsZMPot6n/Ywnv/tJraZAY3u72tfEarxf6VWteczxHP1bATrNa1ky9bq3zORaqHzKPlD8a+/7uulYde/h2tOw9wetWXuKLmN5x32idc7WkiUQOOm2zAOM69ihPlfJwN9U0MrOuZV8jxuiCoPbrlA17n5ZjjRSUd1LLmZ80ce3QICGQta+bIdNKZfab3PvZqDliNtSIy05r5631rV2Q6Z9KkcUpBgs6qVauYPn06DzzwAAsXLmTq1KnMmjUrs3/KlCk0Nzcza9YsZs2aRX19PQ888ECox5R9qlA2eIi2qk7muJC66c5HDMz5VMZpbR27U99tbR2xLX7pqixsIk4WtjDKaaf1dUTCLCaaJNjJrfrohx1IZnUnCPCY1+HxAj0lxaWceco5XHvO9/ju+U+wY3EFrz40iGv+A4NfgKP+UMT9f1rGuuZ3WPv2WKXNK8e6Ni7XuvbKQwMzi5V+2Kxr4t9uN9p5MaWZx998rS8vrXqMB1+9kUtvv48/FJXAmXDjTzvx9aN+wA3n3svHTrs4U7VzSxyAA+5tan6qOG7r48RhVoNoIUdEBTm6DWtB18txU0mb4zYvR8SrZU3ErWVNxC4ggGh10vaWNXvMHwSn1Zw0UaWg5+hEGdFb+e6936WqsoK298xzcqxzdcAQE4SdqwPJEBOAdb6OSkwAwSxskJ2vY7ewQfTzdXLHgssJwHnOjszEBt7n7IB63k7QOTugZ94O6Ju7Yxznbf4OeJ+TE2Qej0hZ9xUs3TSLF+Y1sXzbElrbd/HVk+9n7IhulNS+wO5149m7NfuJotOcHtn48nlbjPasE5aEnu+TFOuaeV4NYPn3de8zOtBztf/AfrrVrufQsQ387HdvM3vRPymmlP5lYxhcfjzHDjmMc6/YobSlyeJ3/o39HDfRAPiTDUBw4QBEKx2A/ECO04KgQSAH4pcPQG41Jy7LGuRHQADG+xI3AQEYoJPpfvE5N0e8t+r+xVvSOTqSpHN0sklBRxEZ6IAAmqyBDXLFBCoDGxCpbhq8iwnM22YxAThb2NzEBBCdchpS2IkLdiC8qMB8jBPsQLzA4+c8kf0H9vHyKy/Tr9MoioqKeXzrHWzet4JDe4xmWK/jGVZzHAOqh1NcVOLrurLY7W72RGV78xK7+cwePyY0Vdrb29myaz3Lt8xn+eYFrNzyOqcech1DK07k/dal7DqwldNOPJOKAG8ckgI4xnHO8ALeAQf8t6qB3jVyzPvyCTngzbAmxvzKB8SYDpU06LWsGdvZao65ZS0qAQGo182xV3O8mNbMkAO5pjUxXkigc3+eQOfLKegAKegoI27QVd+8guohhnXNb1UHvOmm46rqQDIsbOBfOQ3e19cxxqywk2td825ig/hgBwzg8QM7xr5gwKMLdkAv8LjBDgQDHghX5RGZ/8pbrGt9i3Wtb7K+dTFt7Xu4ctwPGFl7Iuua3+FA+376dRtGaXEnZfUC/FeBZMY3QFoZctsXZNzLejV+/33NG/uy6YM19Ozcl9KSMh5e+H1eXz+HYkqo7TScAWVHcnjFyRw3YYznn485QeDGfl4UgAPuRjWnY8JUcaDwIQf8aaQht2XNLh/wMy9HgI5XyAHvKmnwV83xY1nLbHtYMwdyqznmVnodOmkwPtg166TBWzVn//oV9LrrgRR0JElBJ5sUdBQxg07X8jJK+h9uqeqAs27aDDpgfPrgVtUB/bppiH5tHfDWwgb+ldMQfjFRKEzYgfzrp8H6xkxHdQeSBzx+zzVn/4F9vPrKXHp1GkynogpmN/+UFS2vUFpcxmG9h/DJC5dzWdl+Rt1Yzh+++7vMG35hDCt7pIXWS7L7dI3H8RhBH3vouVcw77dtvNRWzAsvdWZXywd8ovt36Vc2inUtb7GPVk468RQqSjsH+pnY52bFATgQT5saJKtVzbwvCZADwefl+IUciF8lLbbDtKyBvJqjo2UN1NUcPzppcK/mpKCjTgo62RSkjCDOlA7IigVkhg+ZbhqyE+rMYgLzxDuRKHTTKgsbqH/pySxsZjGBm4Wt2+i+FgtbtzF9cixs5nhVTsuiQ06gGut9TC+pdhqsggLxRzesoKDf8T2kSlUn/bRs3NhnPHYQScHAcT0z2ll7zJObnUQFXsxsXuxskDW0uQkLIDsh/LA6fxICs7wA8HWuOSXFpZx88kmMGN+foeN6cs3Zd3Fhjx8wrvOlVB3Syl/+vJ835hjGsDmrf86vXvkG/3j7Ppbs+iuLf9LC7tnuZrcg4zqvFeSx+4x4nXd/3sLMh+C7V7Tw5/rv0t7ezoDRb3HL19u4eza0rjnA2UeNZGL1txh3wvEMHdeT0045g7NOOdc35Nh/fvafr9fzwV0yALmiAa82tbBGNTfhQAo58ckHvMzLMbadIcccmUraadsuELK3rIEz5NijQ0Bgj9k4a6/mGF+vtJ+itNyaIUd80JwmjVNS0PGY/euznySYP20QsX6da10z66bFpxp+ddNm2LF/uhJ0bR17glrYRHQrp72sr2Nf00BEtr6Om4lNRAU75uiAHSAvsBPWyubFzBbWzgb+gAf8m9pEdEEPQGlxJyacdCIXnnEF153xPd59u4zPf84wj7WsGg4fVLBozcv87OGnOfZeuL/MsIm98Gwlf3vrHv7wyHr+XlPK4lGw5WNlSvuY23iQc/yOr35zBA0nlPHsIPjFvlJm/n07AB+0NPOpW+7hiB/BpDfgd2/D+++WsGzuOl59aBCP/70T274PT/+3nIlH3sDpp5xJeWml7+daF9y8N2+rBZid4hdw3Gxq4G5UA39VnLikAxvnN9GvrkfskGOPDsiRVXPs237Xy1HNyxGJYl6OOV7WzFHppIHQOmmZgMAc8wfBqpY1EfMHyeL9WJo0XpK2rikiSo5r7vuOISNYs5KS/kZrmn2uDhhiAvNcHWOfu5jAPFcHohcTQPQWNgg/XweSJycA4w+yuYUN9LSxQTSSAsiPqAC8tbOZj3NrZwN/LW1gbWsD/+1pOtrbutVuoP/ot3KsYC379rD83WcZO34z2xaPY/6yNdTveoTt+95nH8ZCpEf0G83Vx91H2/5W/lh/OzXduzDg0BYO7BhKcctAjup3OqUlZRR1XUL/kUtoWnkMu7YcSnFRseXxvcwDam9vZ/+BNip6vsewo1ewYclRvP3OTrbsWsfu1h3sL1tHe+VqDu96Lv07ncvCdbN55PUfZK5XRDGHlh/L+dXfpL29nYY9sxnYr5yPfbadXWtOzHls2XPiJWHa0mTX8NKeBt5b1Ixj42tTg+CtaqDXrAbxQI5ujXRU8gFwVkknuWUN4hMQgAE69g+RnebmiGpOt6umpK1rkqSta9mkoKOIHXQAR9hRzdUBb7ppiE5MANFZ2CD583WMseTBDkigRiPsGPuCzdsBvXN3QN/8HfBnacucE3Aujzm65vU45UD7ARa9tpyd+7dQXFRMbafh7D2wk+d3/JJd+7ey+0Azew/sZB8tfLH3Xxk2vh8PvnojK7a8nrlGaXEZnxp7A3WDzuetDS/wzNLfWh5jYPURXHrs7bTtb+EHcz5D2/4W2va30I7x5+D2c2bSraIXv/rPraxqeY1iSqko7kJFcRXHdP4kwytPZce+Rja0LaFLcQ+6lPTi6BNGUlJcqv35kFXV4oIbiBZw3I6LQzgAeqQD8OGGHAg/Lwfis6yBXEAQBnIgOp00GO+fMt01BQQ69+UJdL6agg6Qgo4y4gZdfevldD/cWP/BDjoQnW4awokJwPvaOhCthQ30ra8DKexEATvgLCoAPdUdyD/wQDTQE+ZaQdK2v5VOJWWsnNfEprYVfLC/iX3tLexrb2UfLfQvG0vP0kFsalvByr2vWs7tWtKbMZ3Ppb39AK/v/jsllNGpqJySojJKi8oYVHY0nYor6Xt0J4qLSykvqaSoqCi2f5uOqo3sOlFUb4zjvYELxFPFgWTMxzHvyxfkiPGgkAPRrJcD+lvW8rVmDkQnIBD7ZNWcfeuW0/Pbv05BR5IUdLJJQUeRTEXn/jvpvHk9pQOGAd6rOhBcNw2F0cIGwZXT4H99HfC+mKh9LIUdNexAPNUd8N/OBvEBD4QDlXyDT6FGV8VGdb2oqjfG8dEADkRTxYH4IccOOBAN5IC3tXIgOsMa+F8vB/LXsgbxVHPC6qQht5qzb91ygBR0FElBJ5tURhAg5olwFtOa7VMI42u1mADwLCbI2efDwibS+YiBOZYVPxY267a1r978Sxmw/NKG7C91u2HGLicwW9jCygnsJjZjzL+gQPwxlQkK7BNjgwgKAKmRTTreMfFXTAQ2x01SMKCuJxvmN/m2soFVVBDUzAbe7Gzm48Dd0AbWSeFisrgfeYFdYBBEQmCeCC+TGgS97sEU1fMhe+6CXhdyf65u8SMYMI5v8mRSA282NbBWcQodchoXNkkhZ9PCLYmDHBEvkCOLbF5OZlsyLwf8Q445TpAj4tWy5gY59kQpIBAxCwhEzMZbs2mtNLWupfGQtKKjiLmiU1VZwb41KwNXdYzt/IgJIL4WNohuvg4EkxPYx/yssQPJrexAcqs7oLedzX6slwoPBK/ygN5Kjzmyqo/ux0hCnIAuTLXG6TH8VG7Af/XGOMd/BcftWJ1VHAjeqmbsj1Y6ALm/k6KEHPA2L8cr5PiRD0A883LAW8uayrIWVcsaeBMQgPfFQcFazSkdNJRuV3wzrehIklZ0sklBRxEZ6ACUDhiW+cTB7yKiEI+YQGwnsYUNopUTgLOJDVLYMfaZ5uaEEBWAvnY2iB54jPP8A0VU4CPiBEBRPWaYeF2nKOrHDAM3UDiAA8mp4sDBBTkQn3wA4p2XA/ltWQP/AgJQLw5qnpsjqjkp6MiTgk42KegoYgcdwHNVB4LrpkEtJoD8Wdgg/vk6EA3syObrQLJhB/TP2zH2x1fdAX3AYz8+n9AD8UCIFxiKM7pBRpawVRuRINUb4zz9gAN6ZQPg36oGBw/kGOP5M6yB/3k5dsiBcPNyQK9lzbIdgYAAguukzZADhQE6956bH9D5+r9T0IEUdJTJWNe+9VmqKsoo6TdcWdWB5IsJwL2FDaywo2phg2DKafC/vg7k18QGBuzkjiULdiB/rWxQeMAD4VrbLNfJE/gcbNFRsTEnDriB6AAHoq3iGPujN6tB4UAOJEc+AP6qOeYFwHW2rEH4NXNAr4BAgM7+DcvocdvvUtCRJAWdbFLQUUTcoOt+9S0qm9ZR0m844FzVAf+6aVC3sIWt6ojtIC1sYIUdv1Ud8DZfB8ItJgoHJ+xAvK1sxn491R0IP38H4gMe0FPpyVxLIWNI4cca3WADweHGODe/gAOFV8Ux7/uwQo4x5m9RUMhPy5rOhUHBvWUN9OukzZDTacDhdL38thR0JElBJ5sUdBSxgw6QU9WB6MQE4G9tHSi8FjZwn68DydBOg3/YASzAkyTYUe/3BjsQrp0NogMe+zn5hJ7MNT/E8KOazxMWaiD4nJvs+f7gBoIBDoRrU4NwVRyIr1UNDg7IAT3yAQg+LwesLWtBIAfia1mDeAQE+zcsM8ZT0FEmBZ1sUtBRxAw6VZUVtK1bYanqQLxiAshfC5t5W9bCBvmRE0DhwQ7EO28H9IsKQF87G3gHHghX5YFkQI/l+g4q7kKCIDc5gQ6oEQkLN8Y1kgU4EL5NDfS2qkEKOSJRQA7onZeT2Y6hZQ38rZljbOsTEIhqDpCCjiIp6GSTgo4idtABcmBHp5gAjBe3TjEBeF9IFIIpp0H/fB2IXk5gH/MLO/bxJMIOxNPKBskHHvs54B96IHrwsTyWAwTJohuM/Kz5oxNk7NEBNsZ1ooUbiAZwIDlVHPM+r61qIIccGeBA4UIOxD8vB+QqaSiMljXwLiCA3GoOpKCjSgo62aSgo4i4Qd+78zK6DxkNGKADuS1sUYgJIHoLG0SjnDbGUtjJjCcYdiAe4PE6fweiBx77eRAMeiBe8HH8PnxCkZdECS9OkS30GifcQH4BB5JZxTHvi2I+DiQTcsBdIw3+IQeSo5K2bGtqWQM9AgJQV3P2b1hO9Td/n3jQ+UmeQOemFHSAFHSUETfo+ge/ReemtZT066jeeKzqgDcxAcTbwgbJmK8DweUE8OGFHXCftyPbB3qqO6CnnQ28Aw8UBvRALvgY1yucFrS4oxNqstcMDzdez40bcCBcFce8P4Uc/RppSIZ8AJLbsgbhBARgVHP2bzCqPCnoyJOCTjYp6ChiBx2Akn7DlFUdODhb2CB+OQFEp52Ggxt2IL/VHShc4LGfC+GgR0QGP8a1P1wAJIMa0As24A9uwH/1Bvxb1MAb4EDhVHEgHsjRvRgoJAdyxFic83Ig3pY18L9mDjgLCMCo5pQOGEaXzyW/dS0FnfwmBR1FzKBTVVnBvnXLlVUd0CMmgGS0sEG083UgPhMbFDbsQHStbBB9dQfyBzygF3pAD/iAGn6MxyhcAFLBDIQHGuvj6IMbr+d7rd5AvIAD8VdxoPAgR4wHhRxjzFkjDeHlA6BnXg4ku2XN2BdMQCAgB0hBR5EUdLJJQUcRGegAkbWweV1bB+JtYQN/83UghR3reC7wqGAHgs/bAb2tbKC3ugPJAR7wDz2ya+iCHnucIMieuKDICWDM0Qkz1scPBzYQDG4gGsABvW1qxjH+qjgQj3QA/EGOrFXNPJ5vyAF9hjWItmVNQA64t6w5QQ64V3OiaFmD3GqOaFlLQcc5Kehkk4KOIuIGXfPdS+h+2FiAnKoO6BETGNvh1tYBa1XH2I5POQ3hFxMFdzkBBNNOQ7JgB5LVygbB1t0xjskP8ED+oEd2HYgOfmTxA0RhExXAqKIDbEAP3ED+AAcKq4oDKeRAfuQD4G1eDiSrZQ1yBQRmyAF1NWf/++/Q7ZY/pqAjSQo62aSgo4i4QTf85nY6b11LSd8jgFzYUVV1INktbGI7X/N1oLBhBwzgyRfsQLBWNuV+TdUdKBzgAX3QI7uWSJzwU4ixQw0EBxsIDjfgr3oDhQc4kOxWNWM8WsgBA3SSCjmQ33k5xnayWtYgt5qz//13AAoCdH6UJ9C5JQUdIAUdZeygA1DS9whLC5u5qgP+19YR21G3sEH+5uuAXhMbeNdOQzywA/b5OdHCDuSnugPJBx4IDj2gF3xk1xP5MMKPDGggHNSI6IIbSD7gGMforeKY98fdqgaFAzngrpEG74Y1CCcfgGTNyzG2g7WsgXcBARjVnNIBwzjk0jtS0JEkBZ1sUtBRxAw6VZ07ZAQeqjqgt4UNglnYIPr5OhBMTgAp7PiFHYinlQ28V3ecj9ELPBCuygP5hx6na5tTyBCkghkRHVAD4cAGoocb8AY44D4PB5JXxYEUcsAf5IgxN8iB+OblQHQta6B/zRwz5AAp6DgkBZ1sUtBRRAY6kFvVgcJsYYN45uuAPjkBBFtjBwobdiBcKxtECzyq/cYx+QceCA89EC34qB5DlXzAkBvEiOiCGXPsYBP0cfy2pkFhAA44V3EgefNxwBlyamzH6oYcMP6u+IUc0KeRhuTNy4HCaFkT77NS0JEnBZ1sUtBRRNyga78/ySojMFV1QM/aOmI7Xy1sYjuu+TrG2IcDdqAwWtmU+zW0sxnHiE+UXSAmIPBAfqEHogEfP48fdaIAGFWiABsIBjfgvT0N9AKOcVx+qjjgfT4ORLcQKBQW5EB+DGvgbV4OxNuyBv7XzAHnao7566ob/5yCjiQp6GSTgo4iZtCpqiiztq3lsYUN9CinIfx8HcgP7HjRTkO0sAMG8OQLdiBYKxvkr53NOE5/hQeCVXlAD/SI5Bt+CjW6oEYkKNxA8OoNeAcciG4eDgSfiwPJa1WDcIuBgn7IgWg10uBvXo4XyLFsa1BJg17LGji3rEFuNUd8nYKOPCnoZJOCjiLiBn3/d7fSeZtERuCzhU22tg7E08IGwefrgBV23ObrQLQmNkge7Bjj8emnIfnVHadjjOP8Aw/ECz0QDnxAXXn5MAKQDGhAT6VIF9xAdICjq4ID4ao4oBYOQP5a1eDggByIzrAGzvIBiG9eDuhtWQP3NXPs1ZzS/sPo/JlvJx50pp37NBUxg87etl1M/fdHE/ec5CMp6ChiBp2qzhXsW7/cU1UH9LawgQE7fqs6EHy+DkQrJ4AUdrzCDkTXygbhqjsQH/BAuCoP+IMe0Fvtscep9ayQIUgFMyK62t/CgA1EDzegD3DMxyWligMp5IA/yAFvhjWIb16OsZ0cyxp4b1kDUtBxSAo62aSgo4gMdCC3qgOF2cIG3ubrgD85AUSnnYbCgh0IJikAva1s4L+6A+Hb2SAZwAPhoQeiBR9z/My/iQuK3ADGnCjm8oQFGwgGN6C/PU3ETTRgPsYNcMD/XBzQ26oG0ZnVjHFvkCNbDBT0QQ74XysHojGsQTzzciB5LWul/Y33XCnoyJOCTjYp6CgibtD1P7yY6sFjAJSwE3RtHVC3sIl9QVvYILnzdSC4dhr8LSgKyYQdSFYrGwRrZ4P8AQ/kD3ogmlY3P4lTSBCniMAONRDcMqcDbiB/gAOFXcWBDx/kiLG4DWuQv3k5EH/LGsCBje/Q5et/TUFHkhR0sklBRxFxg278wzc5pHkNxX06qjd5bmGD5MzXgQ8v7EB+jGyQzOoOJAd4IDj0gF7wgXjhp9AigxoIp88OCjcQvD0N9LaoQTSAA4XVqmaMB4ecoOvkQHIgB8LLB8D7vBwojJa1AxuNr1PQkScFnWxS0FHEDjoAxX2OiLyFDYxfAjpb2EDffB2I3sQGKewY4/5hB4JXd0BfOxvoAR7j2HigB/RVe0Sc1p75MAGQCmgg/JpAYcAGwsENxA844F82AN4AB+JvVYMUcuKUDxjb8amkIZqWtQMb36Gk33AqL74zBR1JUtDJJgUdRcygU9W5gv0blimrOuC/hQ28LSRq3RfPfB3QKycAvdppSD7sgB5JgbEvmlY2iL6dDfIHPBCstS1zrsZqjz1eFt8sNBByghnQt8ipHWwgeriBYO1pxrHRAo75GL/r4kC4Kg7EJx0wj+cDcsB9QVCITiMNzpADeuUDkOyWNfHeqhBA5+7z/pkX0Ln1mY8l7jnJR1LQUUQGOkBkLWwg5uToa2GD6OUEEMzEBoUJO5CseTuQ/+qO4zERAI9xfDjogWSBjz1eQMgenWDkBi2y6AIZe3SADYSHGygswIHwVRzw36pm7PM+HwcOfsgBbxppiE8+ANHNyxH7omxZS0HHOSnoZJOCjiLiBt0w7dNUVXaiuM8IC+zE1cImtuOcrwPh5AQQL+zYTWxwcMMOBKvuQPKBB4JXeSA+6MlcJ0b4cUsQOHJKVODiFBnUQHiwAe9wA/6qN5A/wIH4qjiQn1Y18/jBBDkQj3wAop+XA/G3rBlfL+WQ6x9OQUeSsKBzzjnnMHv27MD7k5QUdBQRN2jjn6ZySPN7FPcZAeC7hQ2cFxKFeFvYQD5fx9iOTk4AKewY4+Fgx9gXXXUHgrWzQX6Bxzjef5UH9EEPyMEH8gc/SY5OqBFJItzYj1UBDngXDUAyqjgQ/3wcSCEHgskHINy8HPCnkobcljUz5EDwlrUDG5caz0sKOtKEAZ1Zs2Zx8cUXo8IDt/1JSwo6ithBB8ip6oBzCxvkztfx2sIG/pTTxnZhyQkg+IKi9rGoYQeilxRAfK1sEK66A+GAB7xZ2sA/8BjnBIMe0As+mWs6SQkOcghSAQ2EgxrIBRsIDjeQXMAxHxMEcCC6Ko6xL4UcFeRAvBppyN+8HLHPz7wc8N+yJiCnpN9wKj79nRR0JAkKOs3NzcyYMYNrr71WCjJu+5OYFHQUMYNOVedyE+DobWGDeJTTEJ2cAFLYgXCSAkhOdQfyAzyQfOgBPeCTub4XKUGCQcgJYkTCwow5YcEGoocb+/FxAQ4Eb1MDvcIB0D8fB5ILORB+QVCI3rAGeublGNv6VNLgv2VNfJ2CjjxBQefBBx9k0qRJdO/eXQoybvuTmBR0FLGDDoi2tWhb2MCfchqima8DhQs7oEdQYIzHZ2QDd9iR7wsGOxCunQ3c5+9A9MDj5fjsecHm9JgTNfzkPF6MC4P6jU6IsUcGNeAfbCA83Bjn6KneQLyAA/qqOJCc+Tjw4YUciFY+ANHOy4HwLWsp6DhHgM7atWstz0l5eTnl5eXSc+bMmcOQIUPo0aOHFGTc9ic1KegokrGu/eRTVFV2oqj3CGVVB/y3sEE883VAH+z4NbFB+AVFoXBgB/TO24F4qztQeMAD+YUekIMPRAs/B1t0Qg0EAxuRqKs34A1wINo2NdBTxTHvSyFH31o5EMywBvmVD0A8LWvtm4yvK7/0aOJB5//OeyovoHPHMxNzxu+8807uuusu6TmzZs3ioosuorm5WQoybvuTmhR0FBE36Ka/3kKX7e9R1DtbyQHnFjbQq5yG+OQE4M3EJrb9aqchP7ADxh/GLjaIaV600QI7EI2kAJJT3YFw7WwQD/BAOOjxCjzGeZIqTUDwATX8QApAuqEmc908wQ0UBuBAfFUciHc+DhQ25ED+5AOQDJU0+GtZa9+0lOK+wyn/5PdS0JFEgI7Xis6DDz7I5MmTAaQg47Y/yUlBRxEz6FR1LufA+8sssKNqYYPc+TpuLWwQr3Ia4jGxQTJhB/JjZAN9sAPRVHcg/PwdyD/wQHDoMc7VCz4iTgAEBw8EqWAGwgNN5jFCgA34b02zn+O1PQ3iAxwI3qYG8QsHzOP5hJxuEqApVMgxtvXLB4xt7/NywL9KGry1rIlqTgo66gjQ8fKcLFy4EIBjjz0WyAUZt/1JTwo6ishAB8hpYQPn+TphWtggfjkBRGtiA/kaO1C4sAPRztuBcKICUK+7A8Ha2UAf8EC80OPnvOz50YCPOW4QZHnsPACRE7zYowtmMo89P/ex/YINhIcbyA/gQLh5OKC/igP5hxwZ4EByIQfiNaxB8ublGNvhW9aK+xrvn1LQkccP6MyZMycDMwArV67kwQcfZNq0aQwZMoTq6mrH/RdddFFk/w4dSUFHkYyM4GefoNuhYwFyqjqgp4UN8jtfB+I1scGHB3bAed6OfRzyU92BeIAHoqnyQHzQY1xDMS9HM/yo4geKdEY3wKiST7CRnacLbuzHBgUc0NOmBnqrOJC8+ThgQI5TqxrogxzoqNwkFHIgWfNyILdlzQw5IG9ZE19XTJ6Zgo4kfkDHnoULF3LccccpKzZu+5OWFHQUETfo5odvocuO1RnACdPCBvmfrwPJMLFBYcOOMZ6/VjYINncHwrWzQfzA43Ys6IMeP+fmXiu/8FOIkQENBIMakbjgBvRWbyB6wIFgVRzzvjirOBC9dAAOfsgB/4uCQjTzcsB/y5oZcsCo5oivU9CRJyjozJo1i0cffZRZs2YxZcoUzjnnHM4++2zP+5OYFHQUsYMOGG1rQVvYINr5OhDNYqKQwg7kF3aMfdFXdyD8/B3QCzzgr8oDwaEH9FR7cq/pICb4EECQCmZEwkANBAcb2bk64cZ+bFyAA/ra1Mz7wgoHzONJkQ5AsiAH9GukIT75AOhRSYNzy1rm6z4jKPt48lvXvpsn0Pl2wIrOwZYUdBQxg05V53IObFxqqepALuxEqZyGcPN1jO3kwY5dTgDJhR3QN28H8lfdMfYHb2eD/AOPl+MhHPSA3opP7rXd288KAYTcQAbCw4yIHUyMa3sHG9k1vMAN5B9wINw8HIi+imPsSyFHbEN0kAP+NdKgRz4A0c/LAeeWNfEBcwo68qSgk00KOorYQQfIgR1VCxvEN18H9CwmCnq10xA/7BhjGxIPO5Cs6g7EAzxQ2NAD0YKP/PH0zMVRAZMXSHGLLoiRRQfYyK4TNdxA9IADwefhQDKrOBCddACSAzngbUFQiE4jDcmalwP+WtZS0HFOCjrZpKCjSMa69vMLjAVDa0Zlyqj2FjZI7nwdMGDHy3wd8GZiM7b9r7EDhQc7kL9WNtm+INUdOHiBB/y3tmXO09SmJoOfMNf7sEYX1KiuFQXc2I8PCzcQHnDAW5uasT+8Uc3Yd/BBzq6Ov1FxQQ7o0UiDXsOa2JZBDkQ3LwecW9YA2jc3UH71YynoSJKCTjYp6CgibtAtM26ky453KaoZBaCEHT8tbBB+vg6IOTnq+TrGtj85ARw8sAO5rWxusAPRzNuB5FR31Pu9zd+BeIAH8gc9EA5UVPAT9roHQ2QQAsGhRnVNr2ADudWYuKs3oBdwIL9VHPO+OFrV4MMNORDcsAb5m5cDzippULestW9uoLjPEXT62A9S0JEkBZ1sUtBRxAw6xhyddyywo2phA//KadA/Xwfyr50WY0mDHfuYDkkBxNvKBsHW3QHn6o6xP5ywAPxZ2sAf8IB/6PF6TubciFrUnABI12PkOyqQEQkDNE6P4QdswH/lxn6OE9xA4QEOJKeKA+Hm44A/yLG3qkHhQg7EZ1iDeOflgPH+qn1zQ8fXKeiokoJONinoKCIDHSCnhQ3yM18HopETgF7ttBg7mGEHnOftgL9WNtBb3QH97Wzgr8ID+avyQDjogejAxx43EIrje7DHDVzs0QEyXr6HMGAD0cMNhJt/A/pEA8Z+vVUciLZVzRjXIx0AA2i8zMcxxg4uyAE98gHI/7wcM+QABQE63z7vybyAznefuSBxz0k+koKOIhkZwf0fo9ugIwGUsONHOQ3h5+uAu5xAbCfRxAZ6YAcM4IkbdiBZrWwQvrqj3p9c4AE90OPnXMt1YhYTyOIXjIImCnhRRQfUiOiAG4i3egP6KjjGfj2AY+wLVsUBeasaJGM+DniDnAzQBIAciHetHPBvWINg8gEIPi8HnFXSIG9ZM75eQtkVj6egI0kKOtmkoKNIpqIz6xt03bmaopqRAI4tbBD9fB3QIycAq4kNUtiB5MMOBKvuQGEBD8QDPRC+2mO5Viom8BxVpSgo1EBwsJGdq6t6A/EBDoRvU4P4qziQv/k48OGBHGM7PvkA6J+XA8b7qfbNS4zvNQUdaVLQySYFHUXsoANQVDPSUtWB6ObrQDA5AQSHHR3aacgf7EC2lU037ED0rWwQrZkNvLezqffrAR4IVuWBaKEH9IJP5pofUjmBW9tbGKiBXDiBaOEGvFdvwN/8G8gP4EC4Kg6kkAPJhRzwb1gT++OQD4D/eTkCcopqR9Dp/LtT0JEkBZ1sUtBRxAw6VZ3LaW/saFWzwY4f5TREKyeAeExsEC/sgAE8ccIORDNvxxiPvroDeoDHTVgA8QEP+K/yQDCRgTm6Wt2U1/fYfpYkIPI6bycsyJgTFmpk1/ACNqAfbiAewDHvdwIciM6oBv4AB6KTDsCHG3IgXvkAeJuXA84qafu8nPbNSyiqNd5bpaAjTwo62aSgo0gGdB48n6oBRwHQ3rhU2cIG0c/XgfyZ2KAwYQcKs5UN9FZ3jH3+2tkgf8ADyYQekINP0Gv5etyY5uN4iU6AkUUGNeAfbGTXigJuIH+AYxwTbB4OBGtTg/xDjpN0APxDjko6AB8+yAHj/YAMckAtH4B45uUIyKGpgU6feyIFHUlS0MkmBR1FLKBT2Ql6GlDjBDtu83UgF3Zk83XEtl85Aeg1sUEyYQeycFMIsAP6qzsQTFZg7M8P8EA0VR4IBj2gB3xADT9hrvlhiU6okV3PK9hAdHAD8QMO6GtTM+/zCzgQ3KoG4VrVzON2yPFiVoP4IQeMv8fmv41hFwQF/5AD8ckHwN+8nKLaEdBkjBcC6Nxx3j/yAjr/98zHE/ec5CMp6CgibtCmx26g627jFwc9Rylb2MD/fB2IR04AKexAMuftGOP6qjsQXTsbxA88EA56ID/gI5ICkBEVzEBwoHG6dlxwA+GrN5AcwAHvsgGIp4oD8c7HgXCQE0YhDf4gB/yvlWNsR2NYg3jm5QDQ1EBRzUhKz/1hCjqSpKCTTQo6iphBp+qQcuNFZqrqgPN8HdCzvg6ksJMU2AF9rWzgTVQA4ao7sn0QPfAYxzgvPArBgQeihx7IBR/QByhOEKT7saKME8SIhIUZt8cKCjagH24gmYAD0bepQTDhACRjPg6oIUcADnw4IAfUhjXwJx8A/+vlgHPLmuisSUFHnhR0sklBRxE76AA5sONnvg7kwo5svg74kxNANCY2Y7uwYAeiWVjUPp7PVjbQX90x9kcPPJAs6AE94APRAYkXGMp3dEGMLGGrNSJB4Ab0t6Zlju147angBqIFHGO//zY1iLaKA/HMxwFvkGOv4kAyIQf8r5Ujtp0gB+KTD4DzvBywtqyloOOcFHSyKVjQaW5uZsaMGcycOZPZs2db9s2ZM4cHHniAc845hyFDhjB79mzq6uq46KKLPF8/M0fn1+dS1bkTRT1HZ15s9hY20DNfB/TLCSA62CkzufnDwo4YiwJ2wN9aOxBNKxtEV92BZACP8zH+gQeigR4IX+0RiRt+DsboqNSYowNswB1uQG/1BuIDHNArG4D4W9Ugv5Bjn48D+iAHnOUDOiBH7NcJOWI7ynk5RTUjaW9abHw/lz2Zgo4kKehkU5Cgs3DhQubPn09zczOPPvooCxYssOyfNWsWX/ziF2lubmbIkCFMnTqVyZMn+3qMTEXn71+j6y4DCpxgJ8r5OmI7LOx4MbGBM+wI0AE57AjQgWTCDuiftwPJq+5A8HY2Y388wAPJgB7QU/ExRwVA8OGEIKcWt6BAIxIUbCBauAE97Wn2Y2SAA8Hn4Zj3qwAH4q3igP9WNYhGHw3JghwIvyCo2O8EORCNYQ3CzcsBaG9aTFHvkZSePT0FHUlS0MmmIEFHZNasWdx9991S0Dn77LOprq4OfG0z6FQdUk77piUU9RwN5Lawgf/5OhBeTmBshzexQWHBDuhbWBSinbcD4UQFxj5/ZjbwVt1R7Y8LeIzjvFV5wF9rG4SDHtAPPuY4QZBIocGQl7k6YYEGcqEG/K8xlAS4gWQDDkRfxQHnVjXIv3QAkg05EHxBUHDXSEM08gHwt16OHXKAggGdb56fH9D54b9S0IEUdDJpaWmhpaUls71jxw4GDhxoAR1ACTvmFjbQu5io2PYrJwB9sCNAB+KDHcjO20kK7ED4VjbQV92Bgw94QD/0QDTgA/rgxxwvIOQWP6DkBVLcogNi7JFBDcQDNmCFGygswDH2u8/DAb1VHGOfXuEApJATFeSAfsMa+F8UFJzlA2BtWSvq3TFHJwUdaVLQyeagBZ2tW7fSo0cPtm7dysqVK5k2bZrjte666y6+853v5Iw3/f4cqjp3gh6jLbBjbmEDPXIC0G9iAwN2vJjYrPsLE3ZAr5HNGM9PKxtE384G8QAPRFPlAT3QA/7BB9TwA9EAkN94BaYoIMVvdEEN5IINJAtujGMLE3Ag/61q5vG49dGQCznmvz/5hhzQu1YOqA1rYluXfAC8zcsRkMPWxZRO+mcKOpKkoJPNQQk6q1YZvwSGDDFeyA8++CCzZ89m5syZymupKjpb//FVuu5ZBT06KjkK2IlSTgDxaaet+1dnQAcKG3ZAbWSD6FvZQH91B6IBHtk+cAce0FvlMY4NDj0QP/hkrpdwAMpXVDADwYBGJAzYgL+2NLDCDYSv3tiPixtwQJ8yGtyrOKDXqgbxQ469igP5gxwIviAouGukje38ygcgOy8HgK2LKeo1kpIzf5yCjiQp6GSTd9CZNWsWjz76qOtxt956K8cee2zOuTLQsae5uZnu3buzbds2z+1s4gbd+o+vGq1rW5ZYYMfSwgZa5ARi26uJDdy105B/2IHwNjaIBnagMFrZQH87G+QXeCC61jYIDj0gBx8IBz+Za3uoshQqDDmBjEgYoBHRCTYQLdwYx4av3oA74IC+eTigBhyItooDelrVIFc6AMH00VBYkAPe18qB+A1r4H9ejhlygBR0HJKCTjZ5B50wcWpds6uki4qKWLBgQQ4sqSIFHVDDTsxyArHtZGID72vsgDfYscsJQD/sgPHHxgl2IL9GNtAvKgC9sgIoTOBxPzY89IA/8IFo4cfyOCHm5+gAJC+woooOiLEnLNRALtiAfriBaKo3EC3ggN42NfBXxYFktKpBdJAj/m5GDTnGtr8FQcEdckBtWIPg8gEIMC/HBDlACjqKpKCTzUEHOqJ6s3LlykzrWqiKzp/OpqpzKXQfbYEdP/N1ILicAKLXToMcdsQ+Yzs/sAPxLCwKzrADehcYBf/VHdDfzgbOwgIIP4dHRHeVxzjWP/SAHvCB+ODHT8KAEkQDK14iAxrwDzUiQao2EB3c2I8tVMAx9uW3igPxQY6TdAAODsiBYBpp0As54DIvxwY5bFtMyaf/lXjQmXr+3ymPGXRa2nYx7V+fTNxzko8UNOg8+OCDPPDAAzkVnalTp1rkA9OnT6e+vt5xjo49GdD551eo2rMSundUbzzAjtt8HYjWxGZsf3hhB9RGNnCWFEA0rWygv7oDwdrZoDCAB/xBj3F8fsFHRAVAkF8IyndUMAPBgQaCV2wy54eAG+P4cNUb8Ac4Mrgx74d429Qgv1UciN+sBgbkWLY9Qo4AHCgMyIHwhjXQNy8HgG2LodcoSk77SQo6kqSgk01Bgs6qVasyc3sWLlzIlClTqKury7SrNTc38+CDD2aOb2pqcrWu2WMBnUPKYUuDFXZikhMY2ynsQHjYAf2tbMZ49KIC0N/OBtEAD0Rb5XE7NntOMOgBdftWGPgRcYIgkUKFISeQEQkDNCJxgw0EhxvwVr2BYOvg2I8JCjjgvU0Noq3imMfDtKqBPrMaqPXRkDzIEfu9QA5Eq5EGj5ADjvNyLJADKeg4JAWdbAoSdOKIFHRACTt+5utAPCY2Y9vbgqJghR3xy1Bse11QFOSwA2SAxw12jLE1jrBjHsuHpADCiwogf+1sUJjAA3qgB/yBD0QLP+Z4ASFVdACSF1hRRQfE2BMWaiAXbEA/3NiP11W9gfwBjrHPX5sa+NNGQ7Ja1UA/5Nhb1SAayDFv64QcsS2DHIhOPgCSljUT5AAp6CiSgk42KegokgGdv57ZMUdnjAV2VC1soFdOILaj0E5D8mEHkmFkg3hEBaCGHQjXzgb+hQUQfh0esAKPcVz+oMc4Lzz4QHzw4zVhIEkkCljxEhnQQHDBQpCqDUQHN3BwAA7kv4oD8UGO03wcODggB4KtlQN6IQdc5uXYIIdtb1PyyX+noCNJCjrZpKCjSAZ0/vUlqvauNEAHPMFOEDkB+DOxgbt2GuKDHfCmnoboYQfUkgJwnrcD0bSygf7qDiQXeFTHgPcqD/iDHsg/+GSu51AVyRcEJSEqmBHRBTXgHWwgHNxA+OqNcZx3wJHBDQQXDUC4NjXwNxcH5FUcCNaqBvGb1cCAHLs+Gtwhp8K0XQiQI7ZlkGNsRyQfAOm8HOPrt6HnKEpOuScFHUlS0MkmBR1FLKBzSLnxQjTDjg85ARycsGNsu6+zA2SAJ5+wA/pb2SA6UQEEkxWAt/k7EK6lDcK1tUGw1jaIFnqMcxWVmhDwk7m2h9awQoQhN4gRCavAlkENRAs2snO8wg1EW70BZ8CBYKIBUAMOxFPFMcaDt6pB7nwcCCYdMI+p1sgxxuSQY6/iQHIgx9j2v1aOsa0PcsBdPmB8/bbx/wIBnZvzBDo/TkEHSEFHGSnogBp2QsoJQL92GrwvKArJgR1IrqQAoqvugN52NihM4DGO1Qs9EA58jPOjg5+cxwoxT0bEDyx5hRS36F7oVAfUQC6kGNfQCzcQTfUG3AFHBjfgDXCM/fra1EB/FQfyMx8HChNywAAdXZAD/jTSYjusYQ0kLWsmyAFS0FEkBZ1sUtBRJAM6j55uzNHpNsYKO37kBPChhB3IztuJC3bMYzrm7UC8ogKIt53N2B898ID+Ko+IjmqP1/Nyr+PQohYBAPmJH1jSDSh+owIa8A81EBxsZOdGATdQuIAD0VRxIH+tahBMOgDBIUcADuiBHLBqpOOAHLGty7AGLvNyzJCz3fi6ZOLsFHQkSUEnmxR0FBE36LbZ19F1r/FLxAl2zC1soNfEBtEtKAofDtiB/LayGePxtbNB/MAD/qs8TsdBPNAD+sAnez1nyMg3BOUjTjADwYBGJE6wAe9wYxzrXr2xH+d3oU+RoIAD+mxqkL8qDkQ7Hwf0LgQK+YcccF8QFPxppCEaw5qYlwPA9rcp6jma4hN/loKOJCnoZJOCjiJm0Kk6pNx4IXbraFuzz9cBLSY20L/GjtiOE3ZAbWRzgx0orHk7oLe6Y9/npboDhQk84L3KA+GhB/zO09ELP9nrequ0FBIMuUGMSBiYEQkDNapr+IUbCN+aZj8u6PwbiAZwwH+bGuit4kD+W9UgWsgx/10rNMiBCA1rIJUPAJlqTgo66qSgk00KOorYQQdwhp0I5QRiO8mwY91/8MIO5Le6A/rn70A8wAN6qjzgb06PSFjwATn8BLmO++OEn6MTd3RAjD0yqDEeK3qwgeBwA9EDjleLmrFfD+BA8DY1CF/FgeTNx4HChhwItiAoaIYc8CQfMEMOkIKOIinoZJOCjiIZ0Jl1KlWHlEK3sZkXZU4LG/iWE0B4E5t1O37YgazRJSmwA2pJAeTO2wFnBTVEX90B+bo79nFQt7NB/oAHoqvyuB0LwaAH9IAPqOEn6PU+bFHBDPgHGtU1owAb4/jo4AaiBRyItk3NvC+qKg4kSzoA/tfIMcZWZgAHkgU54G+tHNBkWAPlvJyinqNh+yLjMc/7b+JB5xsf/VteQOeepy9M3HOSj6Sgo0gGdP57LVWtxi8GR9hxkROANxObsa13QVH7dlJhBwpz3o59XHd1R7YvyPwdSAbwQHzQY5wTL/iIOAFQ2GsXWpxgBoIDjeraXsEG4oMb0NOeBvkBHIimTQ2iFQ5A+Pk4EM9CoBC9XQ30QA7o1UiDN/mAqOSwfRF0H0Px+HtT0JEkBZ1sUtBRxAI6h5RnX3AhYCeMiQ1S2EkK7EB81R0I184G+oHHOMYAFS/AA+Fb28A/9EDwao+Ibvgxxw2EdD9eFHEDGHPCwIzb40UJNsY53uHGfrwKbuDgBRzQX8WxjCdsPg6EXwgUDIgRQAPG31/zdiFAjrGtXyMt5APG14sy3TQp6MiTgk42KegokgGdx0+hqu8xxuC2t6HbWEAyXwf8m9ggtHYa/MOObEFRYzs/sAN6jGzGmHzeDnhbbweSUd0B/+1skD/gAb1VHtAPPRAefEAOPxAdkHgFonxEB7yoogNqIBdsoPDhBqIDHIi+TQ30VXEgWdIBCL9GDjhDTpDFQCFPkAPaDGvG10bLGt3HwI5FFJ/zbAo6kqSgk00KOopYQOeQUqgaa6nqgIucAAKb2CAY7Mi003DwwA7om7djHstXdQeiaWeD5AMP6GltE9EFPsa5+uAHkl2RyXecKkJ+gUYkKNgY50YPN5A/wIFgogEILhswxuOr4kBuqxrkro9jGdMkHYBoFgIFtEKO2HaCHGM75IKg4A1ywJNhzQ45QAo6iqSgk00KOopkQOe5yVS1dczRscGOpYUNItdOQwo7kF/YgeiqOxC+nQ28CQvAP/CAv3k8oB96wB1igkIP6AMfc5wgCA5uEPLS2hYUaCAc1Bjn+wMb2TlhqzeQHMCB6NrUIHwVB6JvVQM983EghZzAGmlQygfMkEP30RQf//MUdCRJQSebFHQUsYBOl7JsWdUJdtxMbJDCjg12QI+RDdTzdsCbghqcrWyQ3+oOxA88EG2VB7y3toF/6IFw4APRwI+IGwTZkwQo8jMvB8KBjDkyqIFwYAP+4cYJbCBeuIHoAQf0tamB3ioORNOqZoylkAPeIcfYDqiRBk+Gtcx7qx2LMu+tCgF0vvbRx/ICOv/v6U8n7jnJR1LQUSQDOv84yTRHJxrYkWmnwd+ColA4sGOMrfYFO6Bv3g7ob2WDYNUd8CYrMPbJ29kg2cBjHJcM6IHw4ANy+DGuFS2I+AWjKKILXFRRAQ34gxrjWuHBBvzBDXhrTYPoqzcQL+AY+8KviwPhhAPgrVUNgkkHwL8+Gg4OyAHNa+WAZ8MaYIEcdiyi+MznU9CRJAWdbFLQUUTcoM0vfJGu+5YZcAPGCzPzdXgTG/hbY8fYPnhgB8IZ2SC+VjaIv7oDeubvQLTAA/6rPBAd9EBw8PFzbs73oQAg45r5r8YkJU4wA/6BxrhmLtSAN7CRna8LbsB/9cY4LnmAA9G0qVnGYxYOQHTzcYyxwoIcse0XciB6w5q5ZS0zRycFHWlS0MkmBR1FckAH1LBjlhNAImBHtqAo5Fc9bR6Let4O+FNQg/MCoxC+ugPxtrPJ9jkJCyA+4DGO81blAX/QA8GrPSAHH7/XyPl+HADI+hgHBwy5gQwEgxnrYwSr1qjOdwMb0A83oLc9DZIDOOCviuNnLg7kdz4ORLdGDqSQozKsGV9nIaeoegxFx96Xgo4kKehkk4KOImbQqepSRntzx4uxaqy1hQ20aKchhZ04YMcY09vKBsGqO/ZxVTsb6AceCFfhgWRAD0QPPhAN/NjjFYbk30c0gOQFWGQJCzHW7yFcpcbpOn7hxglsIFhrmnFc4QGOsS+5VRzzeJStapBCTmDIAV+GNTvkACnoKJKCTjYp6CiSAZ2nTzT00l2OVMOOm3YatK6xY2yPki4oat5OCuxANJICiG/eDiSnugOFDTygp7UNgkEPhGt1E1HBT5BrhUkYQHKLTmBxiwpowD/UqK6nu2oD3uEG9FRvIDrAMe+PG3Agf1UciE86APFAjpd1coxtb5ADhnzAK+SA/7VywB/k8MFbFJ36Ygo6kqSgk00KOopkQOelq6na39G65hF2gminIdmwAwbweIUdiMfIBv7m7YA3Kxvkt7oD+QMeCN/WBnqrPOAfeiBe8DHHCYLCXruQ4wQzEAxoVNf1AjWQCzYQP9yAv+oNxAc4oL9NDcJXcaDw5uOAfCFQ+BBADoTSSAOwY5EFcug2hqKj7k886Hzlo7PyAjq/ePqixD0n+UgKOopYQKdLmfFC7HIkwIcOdsAqKRC/JMEAHvFLFeKRFEByWtkg/Lo7EK6dDZIFPOCtygPeocc4Nj7wAf3wI+IGQTofK664AYxIUJDx8lhewQb8V20gONwYx+anegPxAg4cfFUciEY6YD6mYCEHgi8ICr400jmQAynoOCQFnWxS0FEkAzr/PoGq2g69tB12zHIC8K+dBm8LikLiYMfYzp+RDdSwA3pb2UCvmQ2Ct7NBMoEHkg09EB58QA4/EA2UeAWiJEQHwNijA2ggWMUG/IENBIMb+PAADoRfFweS36oG/ufjQDDIkc3HsWwXEuSAo0YaOlrWTJDDB4soOul/KehIkoJONinoKGIBnUNKocvYzItSCTt+tNPgb0FROKhhxzzmJikwxsK1skFyqjugF3jssGPsiw54wH+VB/ILPaAHfERUAASFVZnJR5yqQX6hBoKDDUQHN6CnegPxAI6x3988HNDTpgbhqjgQTasaxCMdAOPvbalpe/+GZRnAMbYLDHLA/1o5kDsvxwY5QAo6iqSgk00KOopkQOeVq6k6YPyisMOOpYUNCgZ2wP86O5btPMIO6Ju3A8mq7kD4+TsQHfBA/FUe8Ac9xvHBwAf0wg84A5DIwQ5Cbm1tQWBGRAY1EB3YgH64gYMLcMz7vLSpQbKqOKBuVYPkSQek2/mCHPC2ICj4WitHBTlUjaVobNq6JksKOtmkoKOIBXS6lGVffE6w46adhhR2IjKyQfhWNnAWFUB4MxsEb2eT7YsCeCC+Kg8Ehx7ID/hAOPgxxwsI2ZNvMPI6H0ckDMiYExZqIBdsQG/VBvS1poE73EBwTTR4AxzQNw8H3GUD4L2KA9G0qoEe6YB5LIUcAq+VY4EcMECn431WCjrypKCTTQo6iogbdNt/x9Gt5riOwYhgR7agKBy0sAPxzduBZFd3IHw7GyQDeCD50GOclwsXfuAH1AAE+iBIliBgpDu6wEUVHUAjEgRsIB64geirNxAv4ID+NjXwX8Uxxq0LgIK+VjXIv3RAuh0D5IDxniM2yIGMYc34Ogs57bvfpHj8yynoSJKCTjYp6CiSAZ15V1J14B2KOh/VsWORATrgDXZka+xAeNgxLSgK4WFHbCcRdqzH5K+VDcJXd+DgBB7wX+UB79ADyQYfEScAgmghqFCiAhmRIEADwaEGcsHGONc73HhtS4Poqjf2/VEADnibhwP+2tQgf1UciH4+DuQXcsTXBxvkAAUBOtd+dBblnTrH+tgtbbt5IAUdIAUdZSyg09G6poQdH9pp8LagKOQPdoztI7TDDsQ3bweSV92B4O1soEdYAMEtbSJRVHkgWugB7+BjnK8PfkTcIEikkGHIDWJEgsKMiAxqID6wAWe4Af+taVA4gGPeFwXgQLgqDsTTqmaMRWtWg4MHciDYWjnG19l5OQJyqBpL8chfpaAjSRDQmT59OtXV1QA0NzczZcqUCL/D+JKCjiIy0AE+dLADRnXHK+xAPPN2jLH8tbKBe3XHPO6lugPRzN8B/8Bj7I+nygPRQg+EBx/jGvK2sbAAZI9XIPISL9DkFU68JCzA2BMWaDLXCQA24A9uvFZuQE/1xn6MH000RAc44K9NDZJbxTHG9M/HgWghx9yqBtFCDnQY1syQA8Z7nrCQAznyATPkACnoKOIXdKZPnw6QgZs5c+Ywc+ZMHnjggUi/zziSgo4iGdB5fhxVXUqh81gr7Jjn64DvNXbAJ+yYFhSF/MAOJEtSYIx5b2UDb6ICiKa6A+Ha2SAY8IC3ljYIDzyqYyAa6IFg4AN64Me4jnrejG4I8hsv0KQbTvxGBTMifqEG9IENxAs3EG31BsIDDnibhwPB2tRyxjVXcSC6VjXzMV5b1UAP5Mjm40CCIQc8r5UD5ELObmO8+Li0dU0Wv6DTvXt3Vq9enanoABQVFXEwIEIKOopkQGf+lVTRoZd2gh23NXbAeUFRiBx2jO2liYUdKMxWNghe3QH3djYoDOABb1UeiA96IBz4QDD4Ma7nLg7INwjFETeQgWAwk7l+QKgB/2ADweEG4qneGPujBxyIp00NwlVxwN8CoMZYPJBjBxxjzB1yvEgH4OCHHLqMpfiItKIjix/QWbVqFUOHDs2BmqKiImbPns3ZZ58d5bcaeVLQUcQCOl3Ksi+4JMMOuNrYjO3kwA7ombdjjOlvZYNg1R2IHni8zN+R7QNvC4+CHHiMY/RAj9f5PCB/wxwl+IB++LFe279BLSlg5AVezAkDMpnHlACNcW3vz0kQsIHo4QbcqzdQOIAD/trUcsbzVMUxxsK3qkF+zWrgDDntmxs6vi5AyAEDdDq6aVLQkUeAztq1ay3PSXl5OeXl5ZZj58yZwznnnJMDOt27d+fXv/41F110USzfc1RJQUcRcYNufel4uvXq0EsfZLADBuAUAuyAvlY20FPdgfja2SCcsEC2D6KfxwPBWtvAGXrAf7UHwoMPOK8jowOA1I+bf7W0iA5wUUUFNMbj+gO9OMAG9MKN/Tg3uDGO8S4YgOQDDuiv4oC/BUChMObjGNsHL+RAh2FNAjnte9+k5KhXEw86X/zoDMpiBp3Wtt38+ulJOeN33nknd911l2VMBTpDhw5l6tSpTJ48OcpvNfKkoKNIBnQWXkFV8VKKKjokBB8sMkAHPMGORU4Axi8H8xo7kAjYAaO6ExfsgPd5O5CMVjYI384G+QEe8KalhmDAYxyjD3ogHvABPfAj4raYZpQgVEhxghkItihqUKiBXLCB5MENhKveQHjAAW+iAfDXpgbJquKAnlY1SCEHsEIOOC8I6gY5AF3G0r7XqPKkoCOPAJ2wFZ1p06aloHOwxgI6Xctg11vJgx0Itaiosa2WFOiGHYhv3o4xFkxUANFUdyB4OxvoBx7ZfjfgAX9VHkgG9IB38AG98CPiBkGZxylgGHIDGJEgIGN5HAnUQDLAJvMYPufdQOEADgSfh2PfJwMcCFfFAX0LgIKe9XEgP5Bjno8DzpAj3if4hhwwQCcs5EDuWjkOkMMhR1Jy+AMp6EgiQCedo5OCjjIy0AGUsGPRTsNBAztgre64wQ58OFrZwL26Y4x7b2cz78s38ID+Kg9EAz0QPfiAHH4gPADZ4xWIvMYJnLyCideEBRh7wgKNSBCwAX9w47VyYz82KNxA8Pk3Ofs1Ag5E16YG8VZxIJr5OMZYdJAjkw4Y2zFBDhigExZyIEc+YIYcIAUdRfyADhjVmwULFjBkSPa+Tq1rB3kyoPPq8YZeuuJIK+yY5+tA4mEHDCObDtixbidr3o55zN7KBrmiAmNMT3UHom1nA7WwANTAA2pLG4QHHtDX2gb+oAf8V3sy52mAH1ADEOiHoIMxKpgB/0ADcqgB/WAD0cKNcZze6k3O/ggBB6JvUwO9wgFjLN5WNdADOU5mNWP7IIOcvcb5JWPS1jVZ/IKOWCxUtKnNmjWL2bNnp+voHMzJgM6bxhwdwD/smNfYgRR2NMzbgWhb2cC5ugPRtbNBfMAD4cQF4F7lgfihB/SCDwSDHxEnCBI52GHICWREggANhIMayAUbiA5uILrqDUQPOOBNNAD+AAcKp4oD7q1qkIz5OOACOab5OBAz5IABOmbIAUeNtAxyOORISg5LKzqy+AUdMGBHVHTq6+uZNm1alN9ibElBRxEL6Jha1xxhxzxfBxINO2D8gss37ID3eTsQrJXNfFyU1R0I3s4G7vN3IB7ggfiqPMZx3trbIF7wAWeNchgAEvECQvbkE4y8QIs9QSHGnrBQA9GDjez4KOEGgs+/gWCAA8Hn4YB7mxqEM6pBeOGAeSxIqxoUPuQU9er42qt4AGKHHKAgQOeqjz6SF9D53dOXJO45yUdS0FFE3KBN9cdR1aWUovKjDlrYAeOXalywYxnT0MoGya3ugL92NogOeCDaeTyQX+hxO14kyByfnGtEDEBOCQJHuqILWlRRwQz4X0MoCNRkvo8QcKMCG/Dfmgb6qzeQHMAxxp3b1EBPFQf8CQfMx4VpVTPG8g85MrMaFBjkgAE6HV+3t7xJ6YjXUtCRJAWdbFLQUSRT0Xn7C3QtWWqADhz0sGNsj9IOOxB/Kxvoqe6Ad1kBBGtnA//CAggmLYBwwKM6xkuVB6KBHtALPuAffjLXc1lMM2oQSnKcQEYkyKKoMqiBeMAGwsMNhK/e5Ox3ABw73EAyAAe8t6lBflvVIH/zccAb5Djpo8EGOeZWNUgE5ICxVo4KcoAUdBRJQSebFHQUMYNOVdcy2ne/VZCwA8ZaO0Fgx9hWr7UD0c3bMcb0trKZx3RVdyBYOxskE3ggfJUHooceiA58QD/8WK7tAkIihQREXgBGJAjImBMWasA/2MjOSSLcgL/5N6CWDIB/wAF/83AgWtkAhBcOQDStapYxjZDjZY0cODggp6jzkZQMejAFHUlS0MkmBR1FxA26ZeFxVPc8FiAXdiqOzH6NC+zssL6A8wE7YPxy0gE75u18zNsBf61s4E1DDeGqOxC8nc0Y9ycssO/LF/CojgH90GMc66/aA+HAR0QFQKAHgiyP5RGIkpCw8CKLDqCBXEAB/WADweAG3FvTIN72NIgGcIx94drUILoqjvm4fLeqGWN618gBzZDjdZ0c0AM5AIccaYGcAy1v0WlYWtGRJQWdbFLQUcQMOlVdSikuP5L23R1Ak8JOXubtQLBWNoiuugPB29kgecADzm1toKfKA96hB6IBH9ADP+AMQKAfgg6GqEBGxC/QgBxqIBjYgJ6qDXiDG3Cv3uQckyDAAf1tahBdFcc85qeKA+6tapAQ6QAEhxyzWQ0SCTlACjqKpKCTTQo6imRkBA1foGtpxy+WQoAdMIDHA+xAdAuLWrfDz9sxxuIVFUB+29mMffEBD4Sv8kDyoAf8wYsMfvxewxw3CBI5mGDIDWJEgsCMSBioUZ2vq2oDyYEb8Db/BvILOOC9TQ2ir+KAnlY12Vg+IMdRHw35gxwwQMcMOZBjWJNBTlHlkZQOSH7r2uUfezgvoPOnf16auOckH0lBRxEz6FR1LaN9j/HC8gI7RRUd4/mGHYDuo33BDkSz1o4xpr+VDfJT3THGw7WzQeECD+iDHvDe3gb+wcc4Jxr48Xsdp3gFIqfogiWvoKJKGICxJyzQOF3DL9gY5+iFGwg29wYKA3Ag2DwcCNemZoyHq+KA3lY1SCFHJ+QAKegokoJONinoKCJu0M1vHk9V11KKO41Vw45ZTgCxwQ50lKEjgh1wNrKBATgCdsQ25L+VDYJXd6zH+a/uQOEAD+it8kC4+TwQrtoDwcEH/EOLEwAFuV7Y6IAlnZDiNSoQAX9A43Q9N6gB/2AD3oQC4A1u7Me5wQ0Eb0+D/AAO6JuHA3qqOBB/qxokYCFQKFjIOdBmXLfssFdT0JEkBZ1sUtBRJDNHZ9kV2da1fMOO2JbBDhi/WGKCHWM7/lY2CCYqgPirO6Bn/g4UBvCA/yqP03HgD3ogOPgY5+qBHxE3CApz7UKKE8SIBIEZp+t7gRoIDzYQD9xAuOoN6Acc8GdSg2DzcCBcm5p5PKg2GuJVR0ME+miQQ45ZOgAFBTlFlUfSqU/yFwxNQSe/SUFHETPoWFrXChx2QN9aO8Z2ONgB761soK+6I4MdcF53xxgP184G+Qce+36ntjaIFnrAe3sbxAs+xvl64cceLzAU1WMHjRdwsScMyLg9rleoAT1gA/rhBoK1poH39jSID3AgujY1yG8VxxjLjzra2A4gHQAr5MjMalAQkANwoG1R5usUdORJQSebFHQUETdoY4PRulZSemQKO5pgxzoWvpXNGIu/ugP629lAL/BAfFUe0As9bsfaoQfcwQfCw49xDfUclihBJAgY6Y4OaFHFCaL8AA3Ioca4jvvPx0/VBqKDG9BfvYHCAhxjPLxsAPRVccB7qxoUHuRY1siBxELO/n1vUTEgbV2TJQWdbFLQUSQzR2flFXQp6/ilFCXsgL9FRcW2JtiBaPTT5rG4W9kg+NwdCNbOBtHO3wFvwAPB29ogfJUH4oUe0As+4B9+stdznsif74pMPuOlGuQXaEAv1IA+sJEeq6E1DfS2p0EyAAeCyQYgeBUH1MIB0GtVM8YSoo8GK+TIFgIFK+R0vHewQM4HHe938gA5QEGAzmUf+2teQOehf342cc9JPpKCjiJm0KnqWsaBlrcoKe1YlbeQYAcCr7UDyWxls4z5aGUDPdWd3GP1zd+B/AKPfX+QKg8Egx5IBvhkztcMQNnr+jOaJR2M/LSyBYEYc1RAY1zb2/OkA2wgHriB/FdvjH3hAAeCzcOB6NrUwFsVxxiLrlUN8mBWA++QY67iQKIgp7j8SMpqkt+6loJOfpOCjiLiBt24rI7u1ccAJBt2wPjFVYCwYx1zbmWTjUVV3QF97WzGeHKBB/xXecA/9KiAB8JBj9vxIlHBD4QHIPnjhdM8x5Gw8CKLDqABOdSAO9hANFUb8A83kHzAAX+iAdA3D8c+HmUVBwqwVQ0KDnLAeL/lBjn79y+iss8rKehIkoJONinoKGIGnaqupZSUGC/SfMMOYACPE+xALGvtQHDYAb2tbBB9dQf0zt8Bd2EBRA88oLfKA/FWekAv+IA/+MlcywGCIBoQKtQ4gQz4g5nMNTVCDTiDjeycpMMNJBdwjPH8tKlBdFUcYyxBkOMkHQD9kLPbOv84KOSAUdmxQw6Qgo4iKehkk4KOIuIG3bT6SrpUdPyiygfsgPFLQgY70NG6pgd2IFpJAcTXygbBqzsQTTsb5B94jP162togHuiB+MAH1PADwQAoc10XEMo8RgEDkRvAmBMEZjKPEwJqQA/YQDxwA4UJOBB8Hg7okQ1AtFUc8N6qBinkAFohp7jsSMp7/CoFHUlS0MkmBR1FzKBTVVXGgVbjRaaCneJOYzNfw8EDO6CQFEBeW9kgvuoOBJMVGOPe5++Af+ABtaUNsm+Q/AIPhK/yQDzQA8HAx8t55kQFQDmP4xGIkpgw8GKPCmbAO9CIxA02EC/cyI5xghtIDuBA/G1q4K+KIxvT0aoGCddHm7aTCDlACjqKpKCTTQo6iogb9P1V44zWteKxFtgRE+XCwg5gAE/EsAP6jGyQ31Y2iKa6A/lpZzPG9QEPRNfWBvFDD+gHH9ADP+AMQKAXgg62OMEM6AEacIca1blOYAPxww1EV72BcJIB0AM4xnjwNjXwti4O+NNGW8ZiaFWDDsgRf6vRIB0A35Bj0UeDFXI63mvkA3L2HzC+7tzr5cSDzqSJf6ZTzKDT1rabGU99PnHPST6Sgo4imXV01lxJl8qOX2Yp7BjfUx5a2Ywx/6ICCF7dgXCygtxjkw08xv5wVR77MWGhB/xVeyA4+IA++DHHDYREDiYgcgMYEb8gY04YqFGdrwtsIBjcQPjWNNDfngbJAhxIfhUHCkg6AO5r5IDxvsFUxYH8Qk5xp7FUdEt+RScFnfwmBR1FzKBTVVWWefHFCjtgfKLiF3YgcfppY0x/KxuEr+5AuHY2KGzgAf9VHsgP9IB/8IFw8ANqAPJ7Had4BSK3hAUmr5DilDAAY09YoHG8hk+wgfzAjfKYiNvTIH+AYx/326YGyaviwIcMcg7peI8TEeQAKegokoJONinoKCJu0A3vjqOqqqN1zQfsgH9BAahhBzqqOzusv0wiWWsHCqKVDcJXd4wxvbICKBzgAb1VHggHPRCu2gPBwQf8Q4sTAAW5no6EASadgOI1KggR8QM0TtdzgxqIDmwgGrgBfe1poBdwjH3+RQP2ca9tapC/Ko55zG8VxxjLk3QA1AuBQqSQI1snR2x7gRzx9SHd09Y1WVLQySYFHUUyeun1ttY1nbADBuDEBTsQmaQA4mlls455FxVYxkJUd6BwgQf0tbWBPugB79UeiAZ8QB/8ZK7nUSqQDxiKK24QI+IXZtyu7wVqwD/YgH64gfCtaVC4gAP5a1MDf1UciG8BUAhZxYHgZjUIBDmWVjWIHHKKO42lskta0ZElBZ1sUtBRxAw6Oa1rKezE2soG8Vd3QF87G/gztIF/4IFkVXlAP/SA/zY3CAc/oB+Acq4fwrIWByR5hRVVgkKM1+8hSqiBaMAG3OEGwrWmgTPcwMEDOODcpmaMe6/iQIG3qkEk+mjogBzzQqCQN8gBUtBRJAWdbFLQUUTcoOvW11FVVUopR0YPO2AAjwbYAQ2SAgg3bwdCt7KZx/I5dwf0zt8xjycFeMD/XB7jmPxAD+gDH/AHP6AGoMz1YoCQMJDkJzpgxS06YCZzLQnUgH6wgWBVG8fjXOAG4q/eQDjAMfY5iwbMx0fZpgb6qjjgvVXNGMsD5EShj4ZEQM4+3qJrl+QvGHrhxD/mBXT+9tQXEvec5CMp6CiS0Us3XskhnY1fXF5hBwIsKgpq2AHjF44MdsS2btiBvLWygbuoAPxVdyC/7WyQbOCB8FUe4xh90CM71i/4QLzwI+IGQZnrH8Rta+Z4qQr5hZnMtTVCDfgHG9ALN5Cc6g1EAzj2cV2AA95kA8qxEFUcy5jPKg6EnI8D/qUDpu18QY74OijklJQeSeeK5Fd0UtDJbwoWdKZPnw7AypXGL84HHnggZ391dTUAzc3NTJkyxdf1zaBTVVWWeSHmHXYgnH4aEiUpgPxUd5RjIdrZoDCAB8JVeSA66AHv1R6IDnwyj6kAIAgOQSJeYSjncfMIR0Hb2IJCjOWxQwCNSNRgA9HBjXFM8OoNJBdwINo2NYi3igMJa1UD72Y1CAc5HV/HATlACjqKpKCTTUGCztSpU5k2bVpm+9prr2XVqlXMnj0byEKQgJs5c+Ywc+bMHBhyirhB1zYe39G6dtTBCzsQz7wdOKiqO+Dezgb+hAXmfV6BB5JR5YFw0APhqj3gDj4QHn7AGYAgPAQ5JSgg6YgOYFFFBTIifoAGgkENRAc2EA/cgPfqDXgHHJUmGuIHHPDfpmYe92JUM8b0VXEggfNxwLt0AAzIcVkjB9SQY25Vg/CQs483qap4NQUdSVLQyabgQKe5uZmLL76YmTNnZio2Cxcu5LjjjmPlypUMGTKE7t27s3r16sx+gKKiIvz8UzN66c1f4JAuHb8UQ8AOGPN2VLAD0L77Lb2wA4ElBeBx3g5A99FZ2AFtrWzGmH9RgXUsfHUHop+/A/kFHsgP9ICeao/qeC/gA3L4Af8ABO4QJBIlDCUxbiAD/mEG5EAD3qAG/IMN6K3agH+4gfirNxA94ED+2tQgWBUHYmxVA33zcUD7QqAQL+SUFI/lkLIHU9CRJAWdbAoSdA477DD++9//cuyxx2bGunfvzoIFC6iurmbo0KE5UFNUVMTs2bM5++yzpddtaWmhpaUls719+3YGDRrEO6supWvXMvYfMH7ZlDKW/fve7vh6DAfajPGS4tEc2NfxddFoDrQZx5SUGL9gDrR0bJeOoX2P8XVxp9G07+34usz4xSP2FZWNhd0dv9DKO34p7X6boooOKPmg45df545fYDs7fjlWjs18zSHil1vHL9dDxtC+vePrrh37/n9797LbtpXHcfxnx46UziCm1WnrppObVKAYTFYK8gYyMJvZyckbVLPuwoJXWRr1claV3iARd7MZQHoD29y0wCymopsamV4jEQZapW5szkKkRMq6mJZj2tT3AxAIL7KYP/465/zFQ8rxio+bfiPqrS95xUjLa8xv+o2w1ykY3vorf91r6P31Za8R/8krXjJ/Ce/PeMf/GJiW9qdu53D8w3+9da+4+cErbt4LftP2dWjb0Xf9jnL+A69T+77b2c6/3y8U3nznFSEf9AuTN//ztq0Etr0MTEf7sNvJ/v7SDmwLfIu43x1AXPso2EH3BxXzHwY7+m/6f+Oj4MCgv33xz+HBxKG3b+Gj7NDtkrR4e6CoeRHYd+deeN9eeMCZuhseEL3e6w/Ur989OeDq7IUH8um7JwdvHTt8zOB79N7LDhcYqfujB5id5sCx9yYPigdfI0np7OkG079+PfpG/1R2uiKl83X0qzI3cpfnfp5OM/oUthsfT3c16Dd7dKH0zsene1jCa3v4ed/IjT+3374Jv27c8YOfr3R2+LG/vQgXSzeG5OXrFwP3qN0/eczhi+AXECf3B99n8PMVbHdSd++F9+3327vrA23Im5fD9/0eaPeC7c7Ry+AXPf3tx98FtgfavSOv/b12O7At0MYvBtrCI69NXwi0v0ffewXSrcA2r19Z+LC/7fhH7wuslcC2H/yr/d023v0pOHMgvG3+A6/o+TlQ9Hh9i/uz1/e97/VbXl86965XBLW8Iug9b1ZB+z+h/XL6f1PvftLvqyUp84l04B3v9aXy+3av7+31+35f7Y8RvL5dv3zV7/d/8cYM3rjA7XzZX//V2/dHb99r/4vWB5I3rtE73vjl0C9mHuj40BvLpPvjpLkb3eP8MdR86oGOjrr75hcf6Mj1/r3w196Ya36x+75v9JWuLTzw/v2lrs13t//h+j91cHCg27dvy3EcLS0t6bLwC52//+0LLS7cuND3/v1NR//69z8odCTJTYBareZKctvttluv191h/y3DMNxarTbybzx9+tSVxMLCwsLCwsLCcsWW/f39tznUjKzT6bgrKyuxxWNlZcXtdDpxhyF2C0qAzc1NVSqV0FS1QZlMRq1Wa+T+jY0NffbZZ7314+NjtVotLS4u6s6dO9rf36cqPiX/2xVidnrELDpiFh0xi46YRUfMoiNm0fkx+/bbbzU3N6dbt27FfUoh6XRae3t7Ojw8jOX9r1+/rnQ6Hct7XyaxFzqmaerZs2cTj9vY2OhNVQsql8t68uSJPv3007GvH1fkSFIqlVIqlQptMwxDBwcHkqSbN2/S+EREzKIjZtERs+iIWXTELDpiFh0xi25paenSxiydTlNsxCz2QqdYLKpYLJ7ptaZpKpfLhYqcbDY79FjHcUbuAwAAAJAs83GfwFk1Gg1J6hU5juPItm1ls1kZhiHbtk+8ZtSDCAAAAAAky5UsdCzLkmVZyufzsm1btm2rWq0qk8lI6k5z8wshqXvlZ9LUtlFSqZSePn16YlobRiNm0RGz6IhZdMQsOmIWHTGLjphFR8xwGlf28dKO45zYF/yvbG1t9aaqbW9vh35gFAAAAECyXblCBwAAAAAmuZJT1wAAAABgHAodAAAAAIlDoQMAAAAgcWL/HZ3LbmtrS5LUbDYlSZVK5cR+wzAkdR+UsL6+fqHndxk5jqPnz5+rVqupXq+H9jUaDVUqFa2uriqbzaper+vRo0dn/i2lpBgXM4k8m4S8mowcioacGo82Kzr6xrNhHIZpUOiMUS6XQ09rK5VKWl1d7TVQ/ofPf3R1o9FQqVQ68SGcJZZlaWdnR47jqNVqndjvOI4ajYZM01Q2m1W5XJ75hnxSzMizycir8cih6Mip0WizoqNvPBvGYZiai6Ha7bZbKBTcdrvd27a7u+tKcpvNpuu6rmsYRmi/67ouIe2q1WpuPp8fun0wZugaFTPybDLyajxyKDpyajLarOjoG0+PcRjOA/fojLGzsyPbtnvr/u/yOI4j27blOE7vcmlQ8MdKgWmQZ5gWOYSLRL7hPDEOw7SYujaCYRhqt9uhbf4HJ5vNamdnZ+Trhv2YKfqeP3+uTCajVqulZrPJj7mOEWzgg8izk8ir4cihsyOnoiPfzo58C2MchvNAoRPB5uamKpXK0G8PfH4jheHy+byk/rcy1WpVa2trqtVqcZ7WlUOehZFX0ZFD45FT54t8G498Ox3GYYhqZgod0zT17NmzicdtbGz0GpygcrmsJ0+e9G54GyVJH65pYzaM34j7Hj9+rFKpNPLy81XzNmI2TJLybNBZYpj0vHobkpxD54GcOl/k23jk22SzOA7D9Gam0CkWi2d+golpmsrlcqEP12Cj5HMcZ+S+q2aamI1immbob/oNuG3bUw38L4vzjtks5Nmgs8Qw6Xk1jVnMofNATp0N+XY25Nt4szoOw/R4GMEE/nxQ/8Pl3wCXzWZlGMbQ+ciFQuFCz/GqcBxHa2troZj582hplIYjzyYjr8Yjh6Ijp86OfIuOfBuPcRimQaEzhmVZsixL+Xxetm3Ltm1Vq1VlMhlJ3akzwSd7mKY58ZLqrBh26dgwDK2vr4ca7mq1qmKxyKV5jb7cTp6NR15NRg5FQ06dDm1WdPSN0TAOw7TmXNd14z6Jy8hxHN2/f3/okzuCIdva2uo1Ttvb2zP/lBTbtnv3WFiWpfX19dCvOzuOo2q12jv+1atXxGxCzCTybBLyajJyKBpyajTarOjoG6NjHIbzQKEDAAAAIHGYugYAAAAgcSh0AAAAACQOhQ4AAACAxKHQAQAAAJA4FDoAAAAAEodCBwAAAEDiUOgAAAAASBwKHQBIINM09fDhQ5VKpbhPBQCAWFDoAEACFYtFZTIZPXz4MO5TAQAgFnOu67pxnwQA4PwtLy9rd3dX2Ww27lMBAODCcUUHABLItm1JosgBAMwsCh0ASKBGo6FCoSCpW/RUq1WVy2U5jhPviQEAcEGYugYACbS2tqbV1VUVCgXZtq1CocBUNgDATKHQAYAEWl5eVq1Wk6TelR0AAGYJU9cAIGFs25bjOPr888/jPhUAAGJDoQMACdNoNFQsFlWv11Wr1VQul+M+JQAALhyFDgAkTL1e1+rqqqTuvTqWZUnqFkAAAMyKhbhPAABwvizLCk1bMwxDUv+R06ZpqtVqKZPJSJK2t7eZ5gYASBweRgAACZPL5dRsNnvr5XJZjx49Uj6fl6TQU9j29va0tramer0e1+kCAPBWUOgAwAyyLEubm5u9J7MBAJA03KMDADOkXC7LsixVKpXefTzVajXmswIA4PxR6ADADMnlcrJtW6VSSbu7u6pWq3r8+HHcpwUAwLlj6hoAAACAxOGKDgAAAIDEodABAAAAkDgUOgAAAAASh0IHAAAAQOJQ6AAAAABIHAodAAAAAIlDoQMAAAAgcSh0AAAAACQOhQ4AAACAxPk/Cv2eCCRjXVkAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "kF is around8.94427190999916\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "## Initiate Fermi sea & k points in relevant shell\n",
    "\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import time\n",
    "import scipy.signal\n",
    "from scipy.signal import find_peaks\n",
    "from scipy.io import savemat, loadmat\n",
    "\n",
    "# Enable LaTeX rendering (requires LaTeX installation)\n",
    "plt.rcParams.update({\n",
    "    \"text.usetex\": True,    # Use LaTeX to render text\n",
    "    \"font.family\": \"serif\", # Serif font for LaTeX\n",
    "    \"font.size\": 12         # Font size\n",
    "})\n",
    "\n",
    "# Parameters(hbar=1, m_e=1, Tc=1, k_B=1, making all quantities dimensionless)\n",
    "## hbar, m_e and Tc complete the units. \n",
    "## hbar = 1.0545718e-34 kg m^2 s^-1\n",
    "## Suppose effective mass m_e = 1e-31 kg(around 0.1 times bare electron mass)\n",
    "## Suppose Tc = 10 Kelvin = 1.38e-22 Joule(kg m^2 s^-2) = 8.62e-4 eV ~ 1meV is our energy unit\n",
    "## Time unit t_u = (hbar/(k_B*Tc)) = 7.64e-13 s ~ 1 ps\n",
    "## Length unit l_u = ((hbar*t_u)/m_e)^0.5 = 2.84e-8 ~ 30 nm, superconducting coherence length xi has tricky definition here, but the order should be ~10, namely 300nm\n",
    "## Velocity unit v_u = (k_B*Tc/m_e)^0.5 = 3.72e4 m s^-1 ~ 40 km/s, Fermi velocity v_F = (2EFe/me)^0.5 = 14.14 v_u =5.25e5 m s^-1\n",
    "## Rashba coupling strength unit lambda_u = k_B*T_c*l_u ~ 0.26 eV*Angstrom\n",
    "\n",
    "\n",
    "omega_P = 20      # Cutoff frequency\n",
    "masse = 1.0       # Electron mass\n",
    "massh = 1.0       # Hole mass\n",
    "rashba = 1.00     # Rashba SOC strength\n",
    "Zeemany = 4.00    # Zeeman energy in y direction(4.00 is the benchmark)\n",
    "Zeemanz = 20.0    # Zeeman energy in z direction(20.00 is the benchmark)\n",
    "# EFe = 41-20-20\n",
    "EFe = 41-20+2   # Fermi energy for electrons BENCHMARK\n",
    "# EFh = 40-np.sqrt(416)-20\n",
    "EFh = 40-np.sqrt(416)   # Fermi energy for holes BENCHMARK\n",
    "\n",
    "# Electron Dispersion\n",
    "def Ee(kx, ky):\n",
    "    #return (kx**2 + ky**2) / (2 * masse)\n",
    "    #return (((kx+0.4)**2 + ky**2)) / (2 * masse)\n",
    "    #return ((kx**2 + ky**2)) / (2 * masse) - 0.3 * np.sqrt((kx-1)**2 + (ky)**2)\n",
    "    return ((kx**2 + ky**2)) / (2 * masse) - rashba * np.sqrt((kx+(Zeemany / rashba))**2 + (ky)**2 + (Zeemanz / rashba)**2)  \n",
    "    #return ((kx**2 + ky**2)) / (2 * masse) - 1.00 * np.sqrt((kx+4)**2 + (ky)**2 + 400) + 20 # before FFLO transition\n",
    "    #return ((kx**2 + ky**2)) / (2 * masse) - 1.05 * np.sqrt((kx-4)**2 + (ky)**2 + 400) + 20 # near critical point of FFLO transition\n",
    "    #return ((kx**2 + ky**2)) / (2 * masse) - 1.10 * np.sqrt((kx-4)**2 + (ky)**2 + 400) + 20 # after FFLO transition\n",
    "def xie(kx, ky):\n",
    "    return Ee(kx, ky) - EFe\n",
    "\n",
    "# Hole Dispersion\n",
    "def Eh(kx, ky):\n",
    "    #return ((kx**2 + ky**2)) / (2 * massh) - np.sqrt(Zeemany**2 + Zeemanz**2)\n",
    "    return ((kx**2 + ky**2)) / (2 * massh) - np.sqrt(Zeemany**2+Zeemanz**2)\n",
    "def xih(kx, ky):\n",
    "    return Eh(kx, ky) - EFh\n",
    "\n",
    "# Initiate k-points for whole Fermi sea\n",
    "k_min = -20      # Minimum k-point\n",
    "k_max = 20       # Maximum k-point\n",
    "N_k = 100    # Number of k-points along each axis\n",
    "kx_values = np.linspace(k_min, k_max, N_k)\n",
    "ky_values = np.linspace(k_min, k_max, N_k)\n",
    "kx_grid, ky_grid = np.meshgrid(kx_values, ky_values) # Meshgrid for k-points(as a 100*100 matrix)\n",
    "delta_k = (k_max-k_min) / N_k\n",
    "L_IR = (2*3.14) / delta_k\n",
    "print(f\"The system size is around L={L_IR}*(length unit)={L_IR * 30} nm\")\n",
    "\n",
    "# Calculate energies for each k-point & carrier number\n",
    "Ee_values = Ee(kx_grid, ky_grid)\n",
    "Eh_values = Eh(kx_grid, ky_grid)\n",
    "N_electron = np.sum(Ee_values-EFe<0)\n",
    "N_hole = np.sum(Eh_values-EFh<0)\n",
    "print(f\"Electron charge carrier number: {N_electron}; Hole charge carrier number: {N_hole}\")\n",
    "\n",
    "# Select electron k-points near the Fermi surface (within energy shell)\n",
    "emask = (Ee_values >= EFe - omega_P) & (Ee_values <= EFe + omega_P)\n",
    "eselected_kx = kx_grid[emask]\n",
    "eselected_ky = ky_grid[emask]\n",
    "eselected_energies = Ee_values[emask]\n",
    "eN_selected = len(eselected_kx)  # Number of selected k-points\n",
    "print(f\"The number of electron selected k points is: {eN_selected}\")\n",
    "\n",
    "# Select hole k-points near the Fermi surface (within energy shell)\n",
    "hmask = (Eh_values >= EFh - omega_P) & (Eh_values <= EFh + omega_P)\n",
    "hselected_kx = kx_grid[hmask]\n",
    "hselected_ky = ky_grid[hmask]\n",
    "hselected_energies = Eh_values[hmask]\n",
    "hN_selected = len(hselected_kx)  # Number of selected k-points\n",
    "print(f\"The number of hole selected k points is: {hN_selected}\")\n",
    "\n",
    "# Find intersection of selected points\n",
    "mask = emask & hmask\n",
    "selected_kx = kx_grid[mask]\n",
    "selected_ky = ky_grid[mask]\n",
    "print(f\"The number of final selected k points is: {len(selected_kx)}\")\n",
    "\n",
    "# Plot the electron Fermi sea\n",
    "plt.figure(figsize=(10, 8))\n",
    "plt.contourf(kx_grid, ky_grid, Ee_values, 100, cmap='plasma', alpha=0.7) # Plot Fermi sea\n",
    "plt.colorbar(label=\"Energy (E)\")\n",
    "plt.scatter(eselected_kx, eselected_ky, color='yellow', label=\"Selected k-points near Fermi surface\", s=3) # Highlight selected k-points\n",
    "plt.scatter(selected_kx, selected_ky, color='red', label=\"Selected k-points near Fermi surface\", s=0.2)\n",
    "plt.contour(kx_grid, ky_grid, Ee_values, levels=[EFe], colors='cyan', linewidths=2) # plot Fermi 'surface'\n",
    "plt.contour(kx_grid, ky_grid, Ee_values, levels=[EFe + omega_P], colors='black', linestyles='dashed', linewidths=1) # plot upper bound\n",
    "plt.contour(kx_grid, ky_grid, Ee_values, levels=[EFe - omega_P], colors='black', linestyles='dashed', linewidths=1) # plot lower bound\n",
    "plt.xlabel(r'$k_x$')\n",
    "plt.ylabel(r'$k_y$')\n",
    "plt.legend()\n",
    "plt.title('Electron Fermi Sea and relevant k points')\n",
    "plt.axis('equal')  # Ensure aspect ratio is equal for proper circle visualization\n",
    "plt.show()\n",
    "\n",
    "# Plot the hole Fermi sea\n",
    "plt.figure(figsize=(10, 8))\n",
    "plt.contourf(kx_grid, ky_grid, Eh_values, 100, cmap='plasma', alpha=0.7) # Plot Fermi sea\n",
    "plt.colorbar(label=\"Energy (E)\")\n",
    "plt.scatter(hselected_kx, hselected_ky, color='yellow', label=\"Selected k-points near Fermi surface\", s=3) # Highlight selected k-points\n",
    "plt.scatter(selected_kx, selected_ky, color='red', label=\"Selected k-points near Fermi surface\", s=0.2)\n",
    "plt.contour(kx_grid, ky_grid, Eh_values, levels=[EFh], colors='cyan', linewidths=2) # plot Fermi 'surface'\n",
    "plt.contour(kx_grid, ky_grid, Eh_values, levels=[EFh + omega_P], colors='black', linestyles='dashed', linewidths=1) # plot upper bound\n",
    "plt.contour(kx_grid, ky_grid, Eh_values, levels=[EFh - omega_P], colors='black', linestyles='dashed', linewidths=1) # plot lower bound\n",
    "plt.xlabel(r'$k_x$')\n",
    "plt.ylabel(r'$k_y$')\n",
    "plt.legend()\n",
    "plt.title('Hole Fermi Sea and relevant k points')\n",
    "plt.axis('equal')  # Ensure aspect ratio is equal for proper circle visualization\n",
    "plt.show()\n",
    "\n",
    "# Plot E(kx,ky=0)\n",
    "kF = np.sqrt(2*massh*(EFh+np.sqrt(Zeemany**2 + Zeemanz**2)))\n",
    "print(F\"kF is around{kF}\")\n",
    "kx_values_plot = np.linspace(-kF-2, kF+2, N_k)\n",
    "def xie_kx_p(kx):\n",
    "    return (kx**2) / (2 * masse) + rashba * np.sqrt((kx+(Zeemany / rashba))**2 + (Zeemanz / rashba)**2) - EFe\n",
    "def xie_kx_m(kx):\n",
    "    return (kx**2) / (2 * masse) - rashba * np.sqrt((kx+(Zeemany / rashba))**2 + (Zeemanz / rashba)**2) - EFe\n",
    "def xih_kx_p(kx):\n",
    "    #return (kx**2) / (2 * massh) + np.sqrt(Zeemany**2 + Zeemanz**2) - EFh\n",
    "    return (kx**2) / (2 * massh) + np.sqrt(Zeemany**2+Zeemanz**2) - EFh\n",
    "def xih_kx_m(kx):\n",
    "    #return (kx**2) / (2 * massh) - np.sqrt(Zeemany**2 + Zeemanz**2) - EFh\n",
    "    return (kx**2) / (2 * massh) - np.sqrt(Zeemany**2+Zeemanz**2) - EFh\n",
    "xie_kx_p_values = xie_kx_p(kx_values_plot)\n",
    "xie_kx_m_values = xie_kx_m(kx_values_plot)\n",
    "xih_kx_p_values = xih_kx_p(kx_values_plot)\n",
    "xih_kx_m_values = xih_kx_m(kx_values_plot)\n",
    "plt.figure(figsize=(10,10))\n",
    "plt.plot(kx_values_plot,xie_kx_p_values,color='green')\n",
    "plt.plot(kx_values_plot,xie_kx_m_values,color='blue')\n",
    "plt.plot(kx_values_plot,xih_kx_p_values,color='yellow')\n",
    "plt.plot(kx_values_plot,xih_kx_m_values,color='red')\n",
    "plt.show()\n",
    "\n",
    "# Plot the two Fermi circles\n",
    "plt.figure(figsize=(10, 10))\n",
    "FS_e = plt.contour(kx_grid, ky_grid, Ee_values, levels=[EFe], colors='blue', linewidths=4)\n",
    "FS_h = plt.contour(kx_grid, ky_grid, Eh_values, levels=[EFh], colors='red', linewidths=4)\n",
    "plt.xlim(-12,12)\n",
    "plt.ylim(-12,12)\n",
    "#plt.title('Fermi Circles',fontsize=36)\n",
    "plt.xlabel(r'$k_x$',fontsize=30)\n",
    "plt.ylabel(r'$k_y$',fontsize=30)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "bc67e491",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/bk/ymcfs6xx01d00b1z5ypvpzt80000gn/T/ipykernel_35398/60485946.py:23: ComplexWarning: Casting complex values to real discards the imaginary part\n",
      "  alpha_qx[n] = alphafindq0x(qx_to_find[n])  # alphaq initiation\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "the stablized Copper pair momentum is q0=-0.1835835835835836\n"
     ]
    }
   ],
   "source": [
    "## Find q0 where the condensate is stablized\n",
    "\n",
    "# Parameters (hbar=1, T_c=1, k_B=1, me=1, so that every quantity is dimensionless)\n",
    "Tc = 1.0    # Critical temperature\n",
    "N_matsubara = 1000 # Matsubara frequency points\n",
    "T00 = 0.95 * Tc  # Fix T, introduce q\n",
    "N_qx = 1000  # Number of q-points along each axis\n",
    "\n",
    "# Compute alpha_qx. beta_qx\n",
    "def alphafindq0x(qx):\n",
    "    sum_total = 0.0\n",
    "    for n in range(-N_matsubara, N_matsubara+1):\n",
    "        omega = (2 * n + 1) * np.pi * T00\n",
    "        integrand = 1.0 / ((-1j * omega + xie(selected_kx + qx, selected_ky + 0)) * (1j * omega + xih(-selected_kx + qx, -selected_ky + 0)))\n",
    "        integral = np.sum(integrand)\n",
    "        sum_total += integral\n",
    "    return T00 * sum_total\n",
    "\n",
    "# Initiate qx points and alpha_qx values\n",
    "qx_to_find = np.linspace(-0.2, 0.2, N_qx) # Originally -0.2~0.2\n",
    "alpha_qx = np.zeros(N_qx)\n",
    "for n in range(N_qx):\n",
    "        alpha_qx[n] = alphafindq0x(qx_to_find[n])  # alphaq initiation\n",
    "\n",
    "# Plot test\n",
    "plt.figure(figsize=(10, 8))\n",
    "plt.scatter(qx_to_find, alpha_qx, color = 'blue', label = r\"$\\chi(q_x)$ values at 0.95 $T_c$\")\n",
    "plt.xlabel(r\"Exciton momentum $q_x$\")\n",
    "plt.ylabel(r\"$\\chi(q_x)$\")\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "# Find q0\n",
    "max_index = np.argmax(alpha_qx)\n",
    "q0 = qx_to_find[max_index]\n",
    "alpha0 = alpha_qx[max_index]\n",
    "print(f\"the stablized Copper pair momentum is q0={q0}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "8d0b04fd",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(83.99824373647962+3.227540714134465e-08j)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/bk/ymcfs6xx01d00b1z5ypvpzt80000gn/T/ipykernel_35398/2803053970.py:28: ComplexWarning: Casting complex values to real discards the imaginary part\n",
      "  alpha_N[n] = alpha_cutoff(N_test[n])  # alpha_N initiation\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "## Convergence check(0.95T_c, q_0)\n",
    "N_N = 200\n",
    "\n",
    "def alpha_cutoff(N: int):\n",
    "    sum_total = 0.0\n",
    "    for n in range(-N, N+1):\n",
    "        omega = (2 * n + 1) * np.pi * T00\n",
    "        integrand = 1.0 / ((-1j * omega + xie(selected_kx + q0, selected_ky + 0.0)) * (1j * omega + xih(-selected_kx + q0, -selected_ky + 0)))\n",
    "        integral = np.sum(integrand)\n",
    "        sum_total += integral\n",
    "    return T00 * sum_total\n",
    "\n",
    "# Compute beta\n",
    "def beta_cutoff(N: int):\n",
    "    sum_total = 0.0\n",
    "    for n in range(-N, N+1):\n",
    "        omega = (2 * n + 1) * np.pi * T00\n",
    "        integrand = 1.0 / ((-1j * omega + xie(selected_kx + q0, selected_ky + 0.0)) * (1j * omega + xih(-selected_kx + q0, -selected_ky + 0.0)))**2\n",
    "        integral = np.sum(integrand)\n",
    "        sum_total += integral\n",
    "    return T00 * sum_total\n",
    "\n",
    "# Plot the convergence for alpha and beta\n",
    "print(alpha_cutoff(1000))\n",
    "N_test = np.linspace(1, 1000, num=N_N, dtype=int)\n",
    "alpha_N = np.zeros(N_N)\n",
    "for n in range(N_N):\n",
    "        alpha_N[n] = alpha_cutoff(N_test[n])  # alpha_N initiation\n",
    "plt.figure(figsize=(10,8))\n",
    "plt.scatter(N_test, alpha_N, color = 'blue', label = r\"$\\alpha(q_0)$ with Matsubara cutoff N\")\n",
    "plt.legend()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "46bae60f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Interaction strength V = 0.0120-0.0000j\n",
      "At 0.95Tc, Alpha coefficient α = -0.3944-0.0000j, Beta coefficient β = 0.7294+0.0000j\n"
     ]
    }
   ],
   "source": [
    "## Find the interaction strength (Tc, q0)\n",
    "\n",
    "\n",
    "# Parameters (hbar=1, T_c=1, k_B=1, me=1, so that every quantity is dimensionless)\n",
    "Tc = 1.0    # Critical temperature\n",
    "N_matsubara = 1000 # Matsubara frequency points\n",
    "\n",
    "# Compute alpha(summation part)\n",
    "def compute_alpha_sum(T):\n",
    "    sum_total = 0.0\n",
    "    for n in range(-N_matsubara, N_matsubara+1):\n",
    "        omega = (2 * n + 1) * np.pi * T\n",
    "        integrand = 1.0 / ((-1j * omega + xie(selected_kx + q0, selected_ky + 0.0)) * (1j * omega + xih(-selected_kx + q0, -selected_ky + 0)))\n",
    "        integral = np.sum(integrand)\n",
    "        sum_total += integral\n",
    "    return T * sum_total\n",
    "\n",
    "# Compute beta\n",
    "def compute_beta_sum(T):\n",
    "    sum_total = 0.0\n",
    "    for n in range(-N_matsubara, N_matsubara+1):\n",
    "        omega = (2 * n + 1) * np.pi * T\n",
    "        integrand = 1.0 / ((-1j * omega + xie(selected_kx + q0, selected_ky + 0.0)) * (1j * omega + xih(-selected_kx + q0, -selected_ky + 0.0)))**2\n",
    "        integral = np.sum(integrand)\n",
    "        sum_total += integral\n",
    "    return T * sum_total\n",
    "\n",
    "# Determine interaction strength V at T = Tc\n",
    "sum_at_Tc = compute_alpha_sum(Tc)\n",
    "V = 1.0 / sum_at_Tc\n",
    "print(f\"Interaction strength V = {V:.4f}\")\n",
    "\n",
    "# Alpha with T\n",
    "def alpha(T):\n",
    "    return (1.0 / V) - compute_alpha_sum(T)\n",
    "\n",
    "# Beta with T\n",
    "def beta(T):\n",
    "    return compute_beta_sum(T)\n",
    "\n",
    "# Example: Calculate coefficients at T = 0.95*Tc\n",
    "print(f\"At 0.95Tc, Alpha coefficient α = {alpha(0.95 * Tc):.4f}, Beta coefficient β = {beta(0.95 * Tc):.4f}\")\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "38537f65",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/bk/ymcfs6xx01d00b1z5ypvpzt80000gn/T/ipykernel_35398/502173183.py:13: ComplexWarning: Casting complex values to real discards the imaginary part\n",
      "  alpha_values[n] = alpha(T_values[n])  # alpha initiation\n",
      "/var/folders/bk/ymcfs6xx01d00b1z5ypvpzt80000gn/T/ipykernel_35398/502173183.py:17: ComplexWarning: Casting complex values to real discards the imaginary part\n",
      "  beta_values[n] = beta(T_values[n])  # beta initiation\n",
      "/var/folders/bk/ymcfs6xx01d00b1z5ypvpzt80000gn/T/ipykernel_35398/502173183.py:21: RuntimeWarning: invalid value encountered in sqrt\n",
      "  delta_values = np.where(rho_values > 0, np.sqrt(rho_values), 0)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Elapsed time: 11.173297882080078 seconds\n"
     ]
    }
   ],
   "source": [
    "## Generate alpha,beta,etc. as functions of temperature\n",
    "\n",
    "\n",
    "start_time = time.time()\n",
    "\n",
    "# Initiate T points\n",
    "N_T =100  # Number of T points\n",
    "T_values = np.linspace(0.9 * Tc, 1.1 * Tc, N_T)\n",
    "\n",
    "# Initiate alpha, beta values\n",
    "alpha_values = np.zeros(N_T)\n",
    "for n in range(N_T):\n",
    "    alpha_values[n] = alpha(T_values[n])  # alpha initiation\n",
    "    \n",
    "beta_values = np.zeros(N_T)\n",
    "for n in range(N_T):\n",
    "    beta_values[n] = beta(T_values[n])  # beta initiation\n",
    "\n",
    "# Initiate delta values\n",
    "rho_values = - alpha_values / beta_values\n",
    "delta_values = np.where(rho_values > 0, np.sqrt(rho_values), 0)\n",
    "\n",
    "# plot test\n",
    "plt.figure(figsize=(10, 8))\n",
    "plt.scatter(T_values, alpha_values, color = 'blue', label = r\"$\\alpha$ values\")\n",
    "plt.scatter(T_values, beta_values, color = 'green', label = r\"$\\beta$ values\")\n",
    "plt.scatter(T_values, delta_values, color = 'red', label = r\"$\\Delta$ values\")\n",
    "plt.xlabel(r\"Temperature $T/T_c$\")\n",
    "plt.ylabel(r\"Functions of $T/T_c$\")\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "end_time = time.time()\n",
    "elapsed_time = end_time - start_time\n",
    "print(f\"Elapsed time: {elapsed_time} seconds\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "e1acb844",
   "metadata": {},
   "outputs": [],
   "source": [
    "# ## Finite momentum q pairing\n",
    "\n",
    "\n",
    "# start_time = time.time()\n",
    "\n",
    "# # Parameters\n",
    "# T0 = 0.900 * Tc  # Fix T, introduce q\n",
    "# N_q = 120  # Number of q-points along each axis\n",
    "\n",
    "# # Compute alpha_q(summation part)\n",
    "# def compute_alphaq_sum(qx, qy):\n",
    "#     sum_total = 0.0\n",
    "#     for n in range(-N_matsubara, N_matsubara+1):\n",
    "#         omega = (2 * n + 1) * np.pi * T0\n",
    "#         integrand = 1.0 / ((-1j * omega + xie(selected_kx + qx, selected_ky + qy)) * (1j * omega + xih(-selected_kx + qx, -selected_ky + qy)))\n",
    "#         integral = np.sum(integrand)\n",
    "#         sum_total += integral\n",
    "#     return T0 * sum_total\n",
    "\n",
    "# # Compute beta_q\n",
    "# def compute_betaq_sum(qx, qy):\n",
    "#     sum_total = 0.0\n",
    "#     for n in range(-N_matsubara, N_matsubara+1):\n",
    "#         omega = (2 * n + 1) * np.pi * T0\n",
    "#         integrand = 1.0 / ((-1j * omega + xie(selected_kx + qx, selected_ky + qy)) * (1j * omega + xih(-selected_kx + qx, -selected_ky + qy)))**2\n",
    "#         integral = np.sum(integrand)\n",
    "#         sum_total += integral\n",
    "#     return T0 * sum_total\n",
    "\n",
    "# # Alphaq with q\n",
    "# def alphaq(qx, qy):\n",
    "#     return (1.0 / V) - compute_alphaq_sum(qx, qy)\n",
    "\n",
    "# # Betaq with q\n",
    "# def betaq(qx, qy):\n",
    "#     return compute_betaq_sum(qx, qy)\n",
    "\n",
    "# # Example: Calculate coefficients at T = 0.95*Tc, qx = -0.02, qy = 0\n",
    "# print(f\"At T = 0.95Tc, qx = 0.02, qy = 0, Alpha coefficient α = {alphaq(0.02, 0.0):.4f}, Beta coefficient β = {betaq(0.02, 0.0):.4f}\")\n",
    "\n",
    "# # Initiate q points\n",
    "# qx_values = np.linspace(q0-0.04, q0+0.04, N_q)  #(originally (-0.04,0.04) is already sufficient)\n",
    "# qy_values = np.linspace(-0.04, 0.04, N_q)\n",
    "# qx_grid, qy_grid = np.meshgrid(qx_values, qy_values)\n",
    "\n",
    "# # Generate alpha_q, beta_q values, etc\n",
    "# alphaq_values = np.zeros((N_q, N_q))\n",
    "# for n in range(N_q):\n",
    "#     for m in range(N_q):\n",
    "#         alphaq_values[n][m] = alphaq(qx_values[m], qy_values[n])  # alphaq initiation\n",
    "# betaq_values = np.zeros((N_q, N_q))\n",
    "# for n in range(N_q):\n",
    "#     for m in range(N_q):\n",
    "#         betaq_values[n][m] = betaq(qx_values[m], qy_values[n])  # betaq initiation\n",
    "# rhoq_values = -alphaq_values.real / betaq_values.real\n",
    "# deltaq_values = np.where(rhoq_values > 0, np.sqrt(rhoq_values), 0) # Deltaq initiation\n",
    "\n",
    "# # Plot test\n",
    "# plt.figure(figsize=(5, 4))\n",
    "# plt.contourf(qx_grid, qy_grid, alphaq_values, 100, cmap='plasma', alpha=0.7)\n",
    "# plt.colorbar(label=r\"$\\alpha(q_x,q_y)$\")\n",
    "# plt.show()\n",
    "# plt.figure(figsize=(5, 4))\n",
    "# plt.contourf(qx_grid, qy_grid, betaq_values, 100, cmap='plasma', alpha=0.7)\n",
    "# plt.colorbar(label=r\"$\\beta(q_x,q_y)$\")\n",
    "# plt.show()\n",
    "# plt.figure(figsize=(5, 4))\n",
    "# plt.contourf(qx_grid, qy_grid, deltaq_values, 100, cmap='plasma', alpha=0.7)\n",
    "# plt.colorbar(label=r\"$\\Delta(q_x,q_y)$\")\n",
    "# plt.show()\n",
    "\n",
    "# # Find the condensate momentum\n",
    "\n",
    "\n",
    "# end_time = time.time()\n",
    "# elapsed_time = end_time - start_time\n",
    "# print(f\"Elapsed time: {elapsed_time} seconds\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "8b5fb77f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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4VfKKZlsTCdcRMoW6pBtCJ2Ks1q4OU7lXOnxnCpYypzr2yeqTgaWYY8Tlkl7MFcaZpKZv3LiBV69eNd6HAlvj8Rh3796tDWo9fPgQv/3tb5fwKq8OypnQQvUDkw1t14FpEEc6LVSwFcJqIuCm+q+LgF3qd1nk26Z6uxJvE+n2IdtZy30H4LXPlwQmSevkrCtnnZhttWwr5TqVnIjStl7hbkIeDlP1+6aUNbkheqCL7Orh6rQgZY4sTkx1/O60VMdJCpb4vmOPi48zIeI2EgakaqaA15MnT/Dee+/h5cuXFULe2dnBL37xC3X96OgIH3zwwUJf72UGqWCVhi7akXQbOn0zchIwtSE1EXA8iyr1X2lFd1O/ddbzWZBvX8XbRLxtRNuGtsfPIDDQyNgmZ+SFNV8o5jpSpsAXqeSQiNpSySGANK0Ssl5DJiJOBYcQs0qgS7er0zjB8Nq02DPNSnWcMvB3YkAwBEkMnsi+Y2lVc0/GHhcSSyViSj3bGI/Hjbc9fPgQOzs7inS3trYwHo+xv7+PO3fuGPcfDocYDocLfd1XAbYKDo6KENabQaMNnRRETARMKeg2Ap7OBgtXv00134tKvrMFpKsBYJCzxq+nEzMpZicpg1kquQx5uWxrIuQVq4ZMhCw/F6NLrfqxy67W1THVjo1kdcq9VX0CBIn86PsYj8Vi6US8vr6Ow8PDCvHWha8ODw+xu7uL+/fvG73HAHwf8YLgVMFvhsgnEcSboWFDJ29HBgHTJKwkjlQb0owuOyzorgRs1377qF9X4KpPzXcR9d6TEPC85BsXzzt01Iqdz9lUCgyaSdlWyQhQsa11Qk4EsGKFulYGAkIEqg85FRzDYaLqx2RX2+o4E7GqHQ+uycvRO1OEkCeULqvap6o9LhKWbk3v7Oxgf39f2cx7e3vqMlBtVdrc3MSDBw8M4n769Ck2Nzd9cvqE0BPRTSo4eTt01oGJgGkQh7KjixT0vARs289N6vcs6r7A4mq/NrqQcNzy/G23E1FXvlbdt1SQMtnXQBn0Qo7uhJwDK3mZsgag+pCpfpwKjtFgZtjVtjoWaZmszgTH4NpULhOxglxVq9qnqi8q+g6B6vIYmmkBAN9//z0ePXq0sNd7UiydiB88eIDd3V3s7e0BkK1Ieg/x/v4+Hj9+bPzQdnZ2jB/aeDzGV199teyXeqlh9AW/rlfB6dthrQ09K0hZH8RBfcCUgu5LwHX287LUr317l+NtiBqCU4AMVtWp4kHOFmZH18EmaicxO0iZ7Gsj7OWwrZsIGXmg2p6SjFXqx4CcGT4cJsVltzoGoJLVABAWO6azgoxDAIHDqp697+vGFw3zDIFqe8zdu3dx+/ZtI3e0vb19bsg4yPP8Uq3SODo6wvXr1/FP/7KBtbXqEISrhlIFZ0VfcJGI7qmC7TqwTcBtISwXAc9jPy+j17ftNh0nbUVqsqmbCLlN9eqYBGV/yUrefq5tW9uDvPy/ocAX1ZOJkImEAdkGRYQcQarfEAxRHsiENYJiShewEqAYCpJjZVCOzAx5huEwxWgww3CYgIcCw0GCaJBgMJxhtDrFYJggGiYIIxnkCocJBtdisGEirep3YpmqfmcGrM2Qr6VIrwPp2sVfrXh0lOHf/skhXr9+jbW1tQU8n3yffPX/2sDaO9XSRuNj3wjc+L8u7rXYcAVzgyBAE1U1Pebw8BA3b97EDz/8YCjm9957zzh2lvBLHy4xKJBF07GCoxD50VAlotM3Q6cKjo9HRj8w2dB2EEsfxBHH4YkJuIv6lcf7EbDrfjbsyVR1sIdpuIhZTyfbpKwnmW1S1gnQJmUiyz6EDJikTLDJWX/OIbj62s7Al8O2RgDTsi5CXS67GiiHgqQxxyisqmOqHdvQg1zyvsXJQTH0RaWqa+rGvsXp/GOeIVBtjyHot9Plb7755lyUPD0RX1KQFR29MgNZ1BecvhlJ9Xs8VCo4fjtytiPN4kGlDkwkLO3ocC4Cnlf9ytu6EbDrvk1wjZJseg7XlCudnF1DN4icB9ZtOunVkbKuXutIeSUPnQRMaFLMegCsjZBdljVyFDY1nIQMa0oXwCDXMIaqdgzASFa3WdXDIk2di6l6eXbdWJ4KMKSr3qpeFOzhSYvoYJlnCFTbYzY3NwHASdZ1jz1teCK+hDBS0YUVnb0ZIPtxZPQF64loUsGuNHRTHTie8U4E3Kf+uygCJtjkOk8tuI6gXc/rImegJGibnNuIeR5S1gl2HlLuQ8i2OqZeZKmU6XMGBJKolToOABTqGDOGkMufGyWrCXaQi0CpagDI0vJnpNeNmXxJ4IDvN3YgSAIEifvvtekxACrzGn7961/jN7/5zaJemoEuQ6DqHrOxsYGtrS2j/VVXyucBnogvGQavmZmKLqxoCmQlb0bI4gizwo6mWvBsMqyEsZJZVLGh9TowkfCyCXjRG426kGof2HOe6+5TR9DK7jXuL5zE3EbKLpVMBNtEyPrtXQlZTffS7Go1UrPFrl7NgYmmjiHMZDVQbNrSglw6hEXKRMTU4kTgKS/7jTFFCAEg82S8AHz33XdGjdilhvf29vD06dPW59rZ2VHK1YW+JGw/5vnz59je3sarV69w48YN1ZVTN8/itOGJ+JKgrAdnRipat6IpkDV7OzIS0dO3Q2cYy7ah9TrwdBaeyILum342jp8wZRzlCw7xdRAU+oznCnLH8aCqmu368sD6PmZBVgle6cTcVyW3EXIlaW3Vj227WlfHx4G7dqxb1SEvfy4uq5rgqhsDMPuNi5dAiWpPxifH2tpaa1jrzp07lSFMTZhnCFTXx+gJabK5P/roo86vbZnwRHwJYISyvo+UFU2paNuKjt+OnIlolwomG9quA09mrBcBz9t+ZBxvIeCTEOxJVLLaC9whENb5JMImZ4dq1lGnluvsa7s27CLmSZA6a8h6+5NtV0fg0oJ3hLns2jHAgVzeSOq4i1VdYkXVjQk6QVOIC4BBxgGACH4S13nEPEOgujzm4ODAUNxkU5+HxDTgifjCw6wHR6o1KftxhPTNsGJF24EsPRHdpIK72tDLUMD2ffsQbleCXYRK1r9WHeG6SNteXUjHjPvk1s+ngZj7kjJQT8x1ZEzPV1s/ttPVztqx2XcMBHKzE+C0qglqYYiYGceF4BhhCmAEAKrnmMApUS2/EkJIZQxcYTJOA6BnjRhpz/v3RN8hUF0ec/fuXTx+/FgR8+PHjxv7kk8bnogvMIiEo/8RVOrBdio6JjU8Gc6lgicz3krAQLUNaZ4AlgtdiLKJdJseH3Xxlnsiym1r2fRxneSbswpB1xN6d2LWv3QXUga69R/XqWOqHbep47og1ygPMEHVqgZgtDoRXCEuebw8lguGKJW1Yxncku1NIRJceTI+Z5hnCFTbYx4/foyDgwMcHh7ixYsXePz48bmpDwN+oMeFRXjMMfjeHcqienCdFT09XnEmoptU8DRlCyXgeadY6agjXhfp1pFtVBegKhDOaVmnjeq++i9nE3XXXmljiph2OTUciJJg7NSz3a/ct08ZMEndHgZSNwikyxCQlUCuXFzh1QEgo0GK4TApPmbO4R+DlRjRsBz+EV2bIroWI3xnCv5OjOCdGMFajOz95NwP/ljWQI8fnv8p1q71HOjxVuC9239c2kCPqwiviC8gjGT09wMVyrLrwbO3Q2k9kwqusaJdKtgVxprk7jrwaRKwi3xt4rVJ10W2dQTbRsxd4eofBuTPKrR4OEVmvOYkyJWiTpBX1LOunHXVbNjZebtadlnYTWGvOriUMT2//hpomYS8jtpUNXKOurrxygCA6Ug7QQqZ2ptcoO+UAVdXGadMfvR6zKXSbucCnogvGCQJZ+D/w0xGEwmnb4fOevDkeFSxoptUcF0Yqy2ItQwCtsm3L/HqpOsi2qjm6/IFWtbkHNhfX4aX9L3BJVHrBO0i5yZi1knZsLF7kDJQHX/ZhZhtMtbbnCpkDFStagjV4kR14xUAE2GGuAh6onq14XVlDsLxZOxxHuCJ+ALBRcLih1VjVOXs7bC2Hjw5XqkEsqgvuCTgshY8Ec02dF0fcJ8e4LrabR/y1cnNVrr6bTbh2kRbR8jhAvg4dZwAJIBBcwK5er06QdeSs/rsJmZXjfkkpAy4Vy46n6OBjAEoxa5eY02Lk4uMVwBMZno62vweB6KfwvNk7HHW8ER8QTB4zRB9X/YIZ+MVIxmth7L0KVl2PdhlRXetBZ+UgKuk4Krl1hNwF/J1EW8T4dok6yLjhRCx63nt+2ivXae7SHMCE4uc24jZRcpqe9IcpAzMvz9ZvrZqiKuNjJsS1QAg+Ml/QZ6MPc4SnogvAHQSxquRGlepkzAN6YiPR8aUrFkcYToZKSuaRlTGcdhZBbfVgfsuYZiXgF3k20a8LtK1yVYn2sghpsIOG5e6wFbFKwAS7cejk7X+j+kiaCLnOmImK9tFykDVwu5KykDzcgrj/g5VLF+zKNW+XetuSFQTGU8AyZOF1dxUNxaiexCJ7hlE+ZVpbTrJiEuPxcET8TmHTcJ2jzCRMCWjiYSnxyNnPVi3ovVA1kQEnVXwvAQMtJMw3e5Svy7la5MvXTfI1XVMexk60YbcsU3JcewkSET5QkYAUu06ka5O0i6CpvvVEXNINWn6vSm1XAa/bLXch5QBt1pugk7GgEx26zXjZZGx/Gl2AwcN/ZgiRIqcZ8giP4HLY7nwRHyO0YeEKRndFMqSlnRYG8iatKjgNgLuO/mqLwF3Jd/KdQfp6oSrE60+VtF1HQB4T2IWwlQQknztIRXaMJDi/jpJE/GGFjl3IeYualll7GyrvoaUXSM3+0C3qE+DjDkfOI+z0PH7BRBEmZrA5cdheiwbnojPKSiY5SLh2etVo0fYJmE9lEX14LpUdJMV3WRD9yFgwLaa5yfgvuRrEy+RLhGsTrS8gZDrjvUFEe4QonJdGATMjNsBSdA2OZNydhEzhcFcarlKyvU1ZYWalqi6BRVtOG0ybgILy9cbhBnYG1FO4IpkzfhSknHC5Eevx/j2pUXDE/E5hJ2OzlpIWF/aUEfCdj1Yt6IneXcV3JeAATcJN9WAabCDvE1CJ2AX+fYlXt5EyKGtiqtvvq5jdUi1OuXQOk7XhdZakwqGIYT6TAQdWuScqOMlMeuKeQV0klWqZUpmO0kZQWPQq0ufct1Kx9afUUHG8jmysnca2VxkzEUOxO1vbwErv48BgIBnCN4MzUURYYYQAvkg9/uMPZYCT8TnDHJspShJ2EpH15Hw9O3ImYwmEqZ6MKWiaThHmwpeNAHrx7sSsEG42mVAErBOvi7irSNdIlydVPXLXQi5vK95m74FaKi6riWImOm4SJlkAZTk7CJpWrhB5GwrZ10x61a2rpbrSJnsa72m7Ax6qZOg7qTcB4r4i6+lZnMHWYWM9TR1CgCZPClRrU0DVMjYdECaXx+RMQsFGIAIAgDD7Hrvb8vDoxGeiM8RzLGVNKzDalFqIeHj4xVnKKuPFa2r4DYCrtvF26SCXQRM17sQcBP56oq3iXiJVHWyLY9pZGy9WXe2pwfVHbqAJEy9WikEVzJZpFyRM5E1kbRO0Doxk3IORaaIWVfMFbUcyN+9TcqumnJU/D1QPZmIsTKQA/TYcudyGuSV6WI2Mdu36xa1MU0sh6aQc0XGUtUX/nVdn/EACFOGlHNwkSGe1XWLA8xBzFEokIeyXswAhJFAFl3uJLXH6cMT8TkBLXDQx1bSsA5XMMsm4clk2BrK0kl42kMF913S0JWEuxKwrX5127mJfJuIN+RCES43FLG8nTUopzYl1QS7ncZYbq+p2wFKkiaClmScaETMFUGLlBnELERgWNkuUraVsl5TpoEii7Cuae513djPOhi16oJv9b+tJMjVGsW2oR914Or3LUBbmxgXYDyDCDMEb7LSpo4y8Nc5BnKL8qUg41xw5Gm/30t+8b/tcwdPxOcALNFXGYba2MrFkHBTPbhJBXclYJftrB+nwf7ystuGriNgvfZL6te2nW3yJdKVZOsmXptwiVy5YU3rytj83lnY/91I7s01lbIoyFI4durS58yqDQvBDXLWVXMqOELLyrbVch0p60GvJuvaVskAalPX8jbzZ6cvpKiDblG314tLMg6L10JknArWGN7Sf98jTMG5WzGHkH8rAQCOFGHk25o8FgdPxGcMlnBEY0nC7PsI+VE5O/okJGyHslytSToJ16ngLsvu1WWlerurYDuE1UbAtvqtI98m4rVJt7xfcR+HUq6oYkfbSxcIa96xrogV8aZExCZJC8GL+6TIClIl5WwTcyo4uKWWuchrSdlOYLusa1slS4XarQ2KoNvXfUAKnC7XkfEkD9RCiTQPMCkWRYQiw3RWfburcz54KMDCDEEowMIIWSgQvCnuG+UIX8se40uZpPY4dXgiPmOExznCH3NZEy5WGaoFDo4+4b4kbIeyjmusaJcKXhQJ2yrYtqGbLGidgLlNxgXhNpGvTbw66dqEyy37mhlvzOXPQk/azgN9I5BOzJleF4ZDGafcIGf9dhcxK1LmZn1ZJ2WXfV1nXdsq2W6DQrHa0J7iRaSsq1u63gW2Re2qF+tknBIZC2CFSzIGQowGafG9c4SpgOAcM42c1d9DmAFv3a9F7zG+FG1Nvn3pXMAT8RnCGNhxNDD2Cadv5ezoZCq3J1GfcBcSdiWjp8gXpoJtuEi4TQXbbUh6CKuJgG3yBUrb2SZfXfHaxKuTLrMImIiW7mMPfXCFeujr6BANtTd9aX1mES8RNRGyTtAG+WrKmYjZVsw6KYepcJIy2dehQyUDMKzrai15Ptu6jZTrdk2r+xqJ6lxLUsvXR2XjMAPAAtnq5VDEOnhonYjFGVgo/24CLtWx3mOstzX5JLXHSeCJ+IxAbUr6wA6dhGmLEs2OVhOzinR0VxJ2hbJsEq4jYP16JRVdUb71JNymguch4CbytVVvebxUujrp2oTLuGlZ60Rsk7BrMpMLrhV8mVK6ukLmldtcBJ1p6WkiYFLMtpXdRMq8qCl3sa5NQpZuh25bI2BqgpduW1cIGWgk5Sa4LGpjl7P6QtW2JqDoxW6ZvkV/D3XORwhJ1sFRBBblql58GcJbHmcDT8RnACMhbQzsGCHRdgmbCxzKYR16i9K8JNykgrta0nUk7LKiT4uAXeTrIl5mkHJJuMwmZU3l6vXEYI6wFoBKQpWCWFlqKmSbpEXKK+TsIuZSFcMg5iZSpppynXVdR8gJTNu6jZCNaV3ULhWczK6Wl90WtSu8NZlxNfBDb2vigiMpWpvMJDWlqLUkdZgh+HFYJql9eMvjhPBEfMpgCQd/ayeki17ht0Mkb0eYFWSczkK1wMGemHVSEu5DwEYtuAMJN1nRTSQ8HIhWAh4Okl7kW0e8NukS4RLZEtEGKsClqWIHCTcRs6s9xCZeAMgLUs6VKi5JOtNs6ixlhnLWiVm3s3VibiPlOB40quRaQiYLGFVCtoNd8psr/pYcKtkm5S4wFXJeXy8uwlsQ3ZPU5eeoUnZghU0Nnl3s8JZg8qPXY3yNeNHwRHzKsMNZ2Y9DiGmE5M0IIo5KS3oyxPR4pLYoEQm/PR41krDdnjQJRKU1qVIb7qhCXCRsh7KarOiVDip4OEwrBDwYzhrV72AwqyVfnXiBQt0UxKuTrk64RLSKjGtIOOhoS+vILYuaCJmOKxJOS/WrE7RNzl2I2UXKsziCEBxMcGRC/rzaVHI8442EHFmELCD7fLsQstz6pFnOHWCrYt2iLu8Dd70Ysi6eCgbEZcsS5wKzmbSoXeEtSlKnb2TPMY8EgqOBCm/5erHHPPBEfIow6sJFOMtOSCfxAGlCAa2B2qLURQnXkXBTPbhPMhroTsJtKnilUL+6DT0cJp0UcDRMnOo3jJIK+TYRr026RKxMu+wiY1iKpwsh2wQsf/hczobSbstTrq7rJK0TNJGzrpxdxFxHyrM4AgtFrUqOZxFEYdkaKplnqnYsRKDGphIhJxlkqvkEhCyPWT8mjZhdazTbVLFdL5YzqbOyXjyASlLP4nLuWafw1o+jcgxmmCGMaAzmyZL1Vx27u7tYX18HAIzHYzx48KD1MePxGF9++SWePXuG58+fV25/8uQJxuMx1tfX8eLFC+zs7KivcdbwRHxKoKEdel1YvBkim0YqIa33Ck+PV2RteBbhWKngQaVFSbejiYQngaitB/dVwQSTePuT8AqvqmCyool4SyKWJDsYpIpwB8PEsJ+jYeJUv9EoqZCvTbw6uRLpGoQbWeRLteGoQ404sn6uRWuIwTO6VZ2w8jalfFmFpImgM42o85RXiLkLKTMuaq3rWTwA41k325rnjYRsW9ZEyHYNWX4zpRo2BnjATb4u6KpYPre7XqzPpK5bEBHyTJGyHt6yw3r0t5OHmZq8lUU5wgsS3pInef2s6TxdrjW9u7sLALh37x4AYH9/H/fv38fjx49rH3NwcIBvvvkG4/EYr169cj7nvXv3DHL/+c9/jmfPni3+G5gDnohPAfrQDr0uLKaREc6iNqXZbCBrw5NRsU+4XOAgRFCoErNPeDonCdtTjvRhC8qKtmrEXUnYZUWPBmmtDT0czlQIKxokTgWsE3A0TCrqNxwlteRrE68i2kir9wFAVBIzEWtOw5iLx+RAOaC5D5IAxnSt4k0wSMijlcRMZB0ksoZHb5Y84Uoh68RMpAwAIg4bSTkaciRxVLGuZ7MBOM+USp7NBhXbOo6jzoSs15DRIWUtf7AaKVjJ6uYfq6mKo7xqU+uvpVIvbphJrYe3aPIWhbfIoo4c9eJ0tfEle9Tg4cOHePnypbq+tbWF27dvNxLx5uYmNjc3sbe357z9+fPnhqpeX1/HeDxe2Gs+KU6FiOexGeis6MWLFwDQ+Es473DVhfVtSnY4i8hYkvCgskWJxlZ2IeE6K9o1ZrCJhKNiWEMbCa84rOiVQWbUgkeDFDzMMCpqu3YdWNZ8uxFwOEwM9cu067XkqxMvka5OuGFmEG1e+Wz+3LKo+6QolmiqOgFQLEIgIg6SoCRrjaSDpLCiSUEX5OwiZj5ihlrO4qhCyqSKdeuah5lSyUk8AA+Fsq2TWYS0+Jk3ETKNVq1LWdP6wjZCTpAbNePO7U0tqrhPvRiQ4b1ZTGnqMn1vT94Sb4ZlvbiwqPOBt6j74vDwUNnHNvb397G1tTXX866vr+P27dt49uwZ1tfXcXh4iI2NjRO+2sVh6UQ8j82wvb2NR48eqev379/H7du3nb7/eQdLONjEHNqRTSOI6UBtU0rigTOcVfYKV0k4daSjm0i4SQXbmIeERwgq9eBRmDkT0WRBD4dJxYYeDGfgPENUqGMXAev2czhMDPXLR7Mq+a4kTuJVxBpKJZMXH4AkWyLYvHCS84E2BasH+br/LsrfQTCTlwMBALki6yARCJJAcgcRdMqKywywVfMkAnOp5VEirWdNKYfDBGkcGdZ1wDKlkpUKFlI90/U2Qg551hzqQtmHTPJUDeHoQMhdoatiezmE+vqu/mKtXqxP3uKhDHG11YuvUn/x0dGRcX04HGI4HNbcuxsODw+dx0+qYL/44gvcunUL7733Hh48eICbN2+eK3G3dCLuazOMx2McHBwYZ0X379/HrVu3zt1ZTBcoS3rCkU9DWRPWJmfp4yspnDWZDI1wViqYscqQZkfrJKwHs+pIuImA7fm/NgmXx00SHrXUg11WNBExqWCyoakOTCnoaJi0EjAfpkr98lFiKN9gJXGSr028RLqScAPkg0ARbVYIJNmSstzaGEt48bkk6mCWGwRN5Owk5lFqWNk84cimkaGUxXSgaso6GdsqmdSxQcI1hGzXkAF06kPWJ3WB6sdAoWIL0nUQMlAl5bo6copMtdOpYw6L2u4vnhbLKnkokIn6erGzv5hnCI4ysCg5//3FRR6h32Pk3+YHH3xgHP71r3+N3/zmNwt6YSZu3LjhrP12xfr6Ora3t/H8+XPs7u5ia2sLn3766dUIa81rM3zzzTc4PDzE5uYmACjyPU+efhcMXjOEP2ZVS7qhLlyXkE6KN7GJKBc4LIqEddjzo+v6hF0kvMLdqWjbiqZa8GCQVmzoQUG6YaGQw0I1kwVtEzAbJUr9slFS2s6jtEK++WpWId58wAzSPQ3CrQO9WWeW9c0SDpbQ5bwg5wZiPuZSLScMfCVBnjKwSYQ85eCjBGIaKes6CIVSyToRszgzCDkTvJaQ6TIRcsiFOoG0CXkyYwALZHrZUT/WE9YqAQ1Y9eK8lnjV7cX86zpVbFvUVC+m5RAjpEi5/J4InAtp2XOBdBaq/mLncogoQ3CUg0cJwpUc6eo5JuM58d1332FtbU1dd6nhvb09PH36tPW5dnZ21Pu9CychYUC6rGRNHx4e4u7du7h165YqfZ41lk7ELjTZDOvr6/jhhx+MY/v7+wDgVMNxHCOOY3XdtkvOCjIlXW1V0vuF6+vCMpxFvZvUpkT7hCuzo09IwqSGdUvaWGc4JwmTHW1b0cNB4lTBZENTG1I0nLUSMCMVrKvflaSBfEvFa6rd84ssEuq1soQDq4GTmPlxhiDJgBVRIeVgmJb29ShBnnKIaWSoZD5MIOIIWcrBwswg5DSJFFHbhKyHumbxQLY9cYHpbGAMBsEMWBmgU/1YT1gDUIScBGUNOKk5YbL7iV2qWN1WWNT6PGrXcoi0pr+YxaYy1+dR6y1NUhV3+31fFKytrRlE7MKdO3dw586dzs9Z53iOx+O53VAShCT8NjY28O233+LWrVvY29vr9fqWhTNJTfe1GR4+fIjHjx87lfXDhw/x29/+doGvbjGIxhnYcYBgwuUIy2kkP+Kotl+Y6sKp4KouTAnpJJNvVqpXuCDh4yDrTMJJEQxqWtDualPqSsIUyioJuGpF67VgXQXrNnQ0nCnyZaEAHyZuAtZqv8FKItXvilCWc7aaO8n3vBNvE2zVrBNztmKqZXZcknIw4aV9PQ2lSh4lyKaRoZIDniEXTPUZ1xEykbAe6prNBkWNuOhDDjPEcaTqxwA62tWAq34MwEnIQD0p66hTxVKRA6lWL3a1NAGkiiP1meZRU704eTNytjSdV4t6vvalnpO4emBjY6M2TDVvUOvw8NDJHffv35/r+ZaBMyHiPiS8vb2Nzz77TIW9bOzs7OAXv/iFun50dFSpXZw2wmOO8EdRrjacRIYlrW9Umh6vyIUOliXtSkgTCeurDPuScOW1amrY1abURMJ6e5KLhOus6DoVHA4TVQcORwn4MEHAM9mS5CLgwn7OV4WhfsWqaTtfdPJtgouYqcYcjDSlvJpJ+3rC5UnLJAISBhYJIOEIwgx5ypRV3UbIZFmX6lgSMvUhz2ahqhdT/RhAxa6ezLgMjtfY1c76MWAQMlBVwTZsVSw0Mo4CyN5ny6IGWKd51JwLJNPIaGmyR2Dy4wTRRRyBeQbY2dnB/v6+es/f29sz3v8PDw+xt7fn7L5xccvW1hYePXpUKZN+++235yawtVQiPqnNsLe3h5s3b9aSMLCYpN4iQYM72DEzLGkxHVQs6cnxSNWFyZKmujApBgpn6QM79NnROlwkXEfAQNWSBsyE9DwkrNeD66zoaDgzasG2Cg6HiWpD4qMZeEHEyoLWCbhQwKR+s5XLT75N0G1sQJ4UklLmU0nI7JgBKwLBhCNIEuSTSNaSC9s6m5afXYScTCP5OY7A6XNh3fKi3YdzoerHdXY1WdVd2p1U3T6Xtd8QTO5C1mvAHUCqWHeJ1dfJgJCTdS6nb7ksaqZNJ6OfAWC2NIlpJC3qSIAdy58bjwREUs0AeJh48OABdnd3VU/w119/bRDm/v4+Hj9+bBAxkfPTp09xcHCA7e1tfPzxx8p2fvbsGR4+fIj3339flUb1zpyzRpDn+VKTKe+99x6+/fZbg3iDIEDbl93f38d4PFY/SJqY0kbgR0dHuH79Ov7pXzawtrY8C6UOg9cMg/+eg30fIf9hBeKHVSTjVcxer2L2dojJ0TXMJkO8PVo1ljkcH68Uc6RDvJ1ERl2YwllT5LW9wl1JWLelwzyo1IXrSFhvUbJJmJLRNgnrqWiXFV2ngvkwVW1IioSLGnCwkiBfFUCFgC+H9bwskFLmbzMEAuDHuQx5HTNVS85TDkxD5JMiaT2V9eJsGiGdRsgFg4jl5UxwJPS5OLGk8ZlUPy6HghRjM6ndqZhhHcehGpeZFuo41aZz0S5tGuSUoDwZBUryTe31naSSrU4AexkJUJ0C11Rm0f+uV1Zi9Te9sjrFYCVGNEwwvDbF4NoU4WqMwfoxwnemYO/GCN6bIHs/QXodmL3Pev+NHh1l+Ld/cojXr1+31mW7PZ98n/z+//HvsLbST48dTVK8/3//+4W9Fo9TsKbnsRkODg5wcHCAO3fuqMCX/bjzCJolHRxzIyWdTqNKSlqvC8+sfmG7LqyHs05CwsZrtYZ3dCXhCPUkrIeyXPVgsqJJBVNLkq6CyYaWrUhFD/AwVQRMFnS2mkOMgithPy8CpJSziKt6MpvkYKuirCVPZIqa6shBmIGlTCaBNcuaRmAyLpDGkZo45aofA1BrGVPaZlTMsAZwYnUMQNnVRMiuqVo25HYox3HHoI82i3qmfgamRZ1NixQ1lVG0FPV5WQwhe877tS8te8TlVcTSibivzTAej/HJJ59gPB5je3u78lznGfytNks6DiuDO1yWtGz7qPYL23XhuoR0HxImNVxXF1b3ayBhXTG0kbCrHqxb0WFBvLoKdtrQK4m0oAsCJgs6XQ08+faEkcBe5QiPZS2ZTzOwKK8nZLKqQwFB9eJiiEoaF208sWlXAyjt28K61sNcAGTtOI6KQRqydoxiiEan2jFg2NVAVSHb0NuahCO4VRn00cOipp8HCzOw4udlpKhXxKUf9OHRH6cS1tIJ1I6K37t3z1C6rvaliwAKaGFSWHuTCGIaQcShGtxBKemssOxSwdQIS2pVaq0Ln1AJE5rqwvbYyi4kbCejiYSpHmxb0XUq2GVD5ysC2WoGseoJeJHIIoHZdWlbiwTgo6ysI9cQMn3kKSuGWAijfkwqmQZedFHH8rNMVk+L9iE9WY2UKTKOAlMdC+RS2Wq1Yj2U1UTKdaoYsGZRozroA5CLIfQ2rkT7vmm0qBr0EQrkw1QN+uAjP4vao4Rf+rAA1AW0qGc4jcuUNA3uyIpNNy5LWu8XrsyQ1kiY0IWEbTUsj7ktadfs6FMlYYcKFqMA4hrzKmIJ0G1rUdSReeRQyFyGj5RNHWZgoQx0ZYUypBngNPiiSR0DaExWYwYAtLKwutmptKoB266mOnFd/7COWlVcBLeMWdRAZTFE50EfcQJMMgTH4tzMoj5v7UtXFZ6IF4DwOJfhl6NIjbGs9AzXDO4gS5qmDk1EUOkX1uvCOhJkc5EwWdK1dWGUIRYKsugBlnlIeHht2mxFW7XgbC3VCJj7GvApoELIhUJmxSKMIMokkQxT5HGIIBSqfizCDCIOlV1N6WoAhjoGytYfSlYDkFZ1DGBYkHMcyo1IHaxqiVIdJ0DvNLULpIoBrbcYcA760GdRp0nknEXNJjJJHUw4WJSDreZgl3Dilkd/eCI+IfSlDrolTQEtvWfYHtxhT8+yLenjlrpwHQnPIDCoGdrhqgvb4Swi4ZWgnB1ttyi1kfBoddpYDw7fmdaq4Oy68Db0GUIn5Pw4L0hDhrqCY9n2hElmWNWkjtNphKiwq3V1DMhJVDwstxkJUf5eDau6IGSXVW2PyLStagn6v2gnZN2eVs+jqWKwACHyxt5iexY1nXRUZlG/yYx1ifz4fAW3PM4OnohPiPA4N5Y6iMKWziicRWMsHbOkRcpqU9J6XRiAsy4sj5dvZrPisk7CuhqurQvX9ArrCxxsEqY9wjYJj1YntaGscDU2reh3p2YiuqgFp+9KG9qr4LOFqiEXoS4W5eCRkAo5yit2tVLH02IUpKaOqXZMMOzpGqt6ioGc+UybkVAdkWlb1Qmkm6OrY8AkZFeqWiAHNyZ1lW+OaU1wC3H5vbBiX7NuyasQW2FR85FsCVO9xT645VHAE/EJQGo4OJYzfLMfh2VAq1DDdkArnpV9lPrgDldKus6SBqrzo2cdBncA7rowUPZWVgZ2FLOj9WEddeloFwkPrsVGPTh8Z2pa0WuxUQtO17wKPm8gQg4jjpxr9WPdrq5Rx/obDCWrA5YhnZW3kFUNAFkR3qpLVZd1Y3S2qoEqIdeBVHEYmHOoXcEtQJ4w6GpYiNKiDlgGkfIiRS1PUOqCW2c1/jIrln/0e4xvX1o0PBGfALoapnnSNEEr1UJaekCLhhrEcQghAjW4w5mS7mhJ6yTsUsPycre6sN4rPAoztcAh5FllWEcfEo40K5q9G3sr+gIiXRWGXd1JHWvJ6nRqZpRtqxqopqrnqhsDhlVtq+M6uFQxzaEGmoNb1FvMuQDncvynHtyifdCu4BZf9RO3rjo8Ec8J2q5EwzvsdiVSw7TTVQ9oSUXMCkVctaRJDQNVS7prm1KdJV3eXpLwalEX1hPSozBDpFnS9mShJhJWwSyLhPk7saoHY21WsaK9PXf+Ma86pkEgdVY1UKaqAQCzCBhKP1qvG8tFDEzVjZ2zqoFaqxpoJ2RdFQPmHOqI52WqGwsKbh1nZ6qKPc4enojnRHicl9uVtOEdLjUsR/2F0qYqRvsJEbh7hq2AlguuujCASkCryZIGUAln6QnpiJLRLSQcDWe1JBxei1Uymkg4eCdWIyrF9QxiFCBZ7z/yz+NsQepYJEAYZbXqmBCi3K7kgp6qVscKdYx4UJAwjBAXkKlpXHqIKyUVa1nVAHoRsrpPTTtTU3BLn7iVpcyYuJWr4SjFxC3VznT6wa1czNG+JHz70qLhiXgOtKrhYsWh3q7kmqDVFNBqsqQJdXXhrpa0XRe2E9K8UMRhET7hoXC2KFWCWRoJh+/EZU24IOG8aE3y9eCLDT1dHbnU8RHAMK21qilVTRO5bAitdukKcREZA2WISw3/AJRVTcSsq2OgfpgHIdVUsbxuqWIuek3cygRHJhjSYuIWGyVyUIpvZ7ry8EQ8B9rUcFbY0ULwyp7hxglaWkALQGNK2ibhJjWso64urIezXG1Kw+EMQ8cGJRp2r9eEKyRcqOF8LUG+miG9DmQrZz/MwGMxyCKBZN2qHQMIEFes6j7QQ1yzGTAczhBjgBFmTjK2h3/odeM6MrZBdWJ76lbaUxXrE7eoPGW3M/Fpuc7TtzNdbXgi7gk7Kd2mhoXg8iNlas+wPkFrkhcLHVCO47MnZwEyJd1lfGWrGrb6hVdawlk6CZdblMphHfOQsFTC/qz/MsGuHYewrGpImgwBo27cBEpOq69RJKrbyRjOEJdNxvJuzQngtHhspK6bQz6a5lCLlJeEXChiNYd6mKhViZKQ5Rxqr4qvJjwR94SaolX0DXdVwzS8Q98zTHY0ALNdqaclTWrYDmi5LGl9jrSrLmyHs8Jiq4y+ylCfmKXb0WyY1JIwJaM9CV9uUO0Y0KxqFOrYUTcGqv3GMmlctatnswGGA/kfMy8ZA1AhLqBZHbd+r4Ih5JKISRVTb3GfOdRsEklVPOGnror99qXzAU/EPVA3RYvUsEh5rRq2h3dMRH27kgt1lrSNNktaXi43Krnqws5wlr3KUBtbObgWV1qUPAlfXdhWdYi0tm4MNIe4bJyUjBMUdV9tx7HesqTDOXVLS1ADjiEfgJpDzXhmDPnIM1Y75MOr4qsNT8Q94FLDecoh4kjZToqAi6S0XhvWh3f0bVeqg62G5eV2S9rYLWzVhV3hLM4zg4RVKGvkblHyJHy1QVb1AAwpqnVjQLeqhTHJqg2LImPdqm6CHdoybrNUcVjUhAWX//805IPUMQ35yFIm3zuKIR9nqYo9zh6eiHsgmOVgVm04ncqpWa6+Yb02TEScCjOgBcyvhl0BLeoZbpuepW9UilQ6uloX1sNZ1KaktihpYysrLUpFTdiT8NXG7HqGsLCqUdSNidPs8NZ5JmN6fX1UMVeO2PlVxVnK5pis5UOWi4Yn4o4Ijzn4VO4bRsKMDUvUNyxSpvqGaYqWKym9KDVMiCxCNmZKWylp3ZLW1xradWFXOEu1KRWrDLm2xrDSouSDWR4F5O+fQlwZGFLV4mt3pPYlY85FpzQ1zYsGSmu6DxkvWxXzUYLcq+IrC0/EHcHfZrJl6Vi2LNkbluifTJ8pba85pL7hRarhtoAWgFZLWu8Xprow41klnKX3CkfXpuDDFIzmRxdjK6lP2JOwhw4iYwpxcciWHaAfGYuUqYlbBL21KSw2OlFrEZFxyAOlipOsOxnbbUxAdQY19RXPq4orCeqVBOyYXela8e7uLtbX1wEA4/EYDx486PQYAHjx4gUA4PHjx+q2u3fv4rPPPsPGxoZ6XsLGxsZiXvQJ4Im4A1gi1XBwXIa08pQhF0xaO4IjnYVFUjqqqGF7ipadlAb6qeEuPcN1gztclrTeL+yqCzMuKglpfZWhMbayIOFsJfAk7GFAJarHGYCs+CuWpNqFjIXgiIYJEAMiFOCCYVA8fjYDQi6MCVw0DhPIEHHTom4iY/r6LriIWfUV16jiTLAiuOlWxZSgNlTxigBLMrArOIOaCPXevXsAgP39fdy/f98gVhvb29t49OiRun7//n3cvn0bz58/BwAcHBxgb2+v8rg7d+7g2bNni3z5c8HPKuuA8DhHkBSrDh0DPJIirJXEsi4s1W9JxPYULUCbotVxlKULTQEtAM7BHS5LmjYqkSVdVxfWw1k0ulJfZYgVgWw1R7YS+GEdHk7IRDWDGAUQ1zNgRQBrM2CUgr0bqxWZ0TtTubGLTvxCYYxSpeAgD2V7HSX76e9YfpgT4iJa6RnkiLR3PuI53XqOrM9AoYS1y9LdCpTtTSfd5v8/nYyXqlikDHnGVMAzK07oxVSe4IOmbR0H4G+X+38ka8T9P5aJhw8fKhIGgK2tLTx58qT2/uPxGAcHBxiPx+rY/fv3sb+/j8PDQ3U9z3Pj4/Hjx+eChAFPxK2QLUtlSAsJrwzwyDOGWRxBCFbZN9w0U7qrGm6bJ10X0HLNku5qSbNQVOvCo7IurNqUaJXhWgpxPUO65idmeTSjKxnTSR+RsT3XnMh4MJyBF8TLQ6H2ZcvPmfFhkzGRbxMZ23Cp5aQgYKAgZI2shNBVMVOqOImLlscia5KnvOjEkO81wTEDn+YIj/uFqS4yDg8PMR6PK/YxIJVxHb755htFukBpNxM537lzp/JcH3300clf8ILgrekWsARgSS5DWlrLUp5yOTvWGuChnw3TvuG6mdIAeqnhuhWH8no1oCUvm7Ok7ZS0y5I2FAcXypLmwwTRtdgMZ9Eqw1W5wCFdbd736uEBlL3GLps6SJlqbQKKPuOaRQNCcGScY6DVjWOUs6nTkNYqlvViV5JarxGrXcQdQJuZQsp8tMygpmlbIhVKFVdmUE8ieYKrbWZi7PxppqOjI+P6cDjEcDg80XPqZKpjfX3dULz2bT/88INxjEibCFmvAx8eHuLw8BBbW1sneq2LxPn77Z4zsCRXIa28sI/0kJbesmQP8FA2lUMNA3DOlO6y2GGegJZrlvRwmDotaUm+Vr9wURemcBbVhSkhLVb9FiWPfnApY5m8n8nAUnHCpzsxpIx50es+UNcz8GKO83Ag2+9of7b8nGoOkHnyqytjQl1CWodhVZPzpdnTIi1PynVVnKXl+0RC7yPTqNiEVKjiWHZnBEmAQEhBsAzkgs31AQAffPABrl+/rj4ePny4nBcJ4MaNG3j16lXn+z98+BCPHz92KutHjx4Z1vd5gFfEDXDNlbZDWk0tSzTAw1bDAIwNS11w0oCWPkt6qOZJN1vSLMyUJa3XhenNUg9npWuehD36I4sExDWZpg6SsrUJiXyz50WPK9d6XTPBEQ7rmYnamkJOCepqkloPb6XF/5Ie3qoDtTG5QlvqPh03M2WCI88ypYpFHIEPU2QpB09kMBQTAX6cgA3O31jJ7777Dmtra+q6Sw3v7e3h6dOnrc+1s7ODzc3N2tv7kPD29jY+++wzJ9keHBx0fp7ThCfiBrAE5SQtwWpDWnSGa4e0yJYG3C1LdbBt6TpLum9AyzW4g4eSlG1LWm9VctaFlSWdI1vxbUoe80NvbQqRgSVCTuAqxmECMHbmhhopC8GL+dRMJam5EAh50eYUDyAK0lWfBS9UcTVJDfSzqO1WJkBuaBIikJ9rNjNlKTf2FdNgDRGHYKGcUcBXEgTHXA74EOkJfsLLwdramkHELty5c6dSn21CXSvReDzu1Ga0t7eHmzdv1irex48f4+bNm51fz2nBE3EDZO8wAxKpiDNqN0hlrUcPaVGNuC6kRejbsmQrYaBZDcvL7QGt6kIH05JmXFQsaV8X9lgWiIwDUUzgAhAkUpuyJDHeqPJUHs9SJtuZ6jCLCnI+nXqx+l4K65aLvPjsqBULBkZKuKgd04CPLOUqsIVRCiQB2BXJa1Gf7+HhYYV422q6VBcmEh6Px3j16pXxPPv7+7h169aCX/XJ4WvENWAJRyAAJIGypF2TtPS50i413Dek1YQ+ahhoDmjps6Q5F50taV8X9lgW0lWBdI1BrAbIVzPkq0Kd+FGSmoXCmaSWf8+yTqzXi2nyFrXoyc/lCamNtiS1Dv0UwG5lAqQqBuCuFReES61Mqfa+4m5lWsAP2IFccBU+7fwhlntWsLOzYySk9/b2DIV7eHioeo0JBwcHODg4wObmpgpjPXnyBDdu3DDu5yL48wCviGtgLHgobOmsqANnadmCoIIXWkiLiBhA55AWoa532A5olcf7tSvVBbRocIedkm6ypNO1qzn1x2N5SFcFWMKQFfVieVDWjVnKwFKOEEAiGMKRpEKRcoRRU81YDvuwLWoawqGrYr1erCvhJmVsj7+sDPgoCJ8GfGCQtA74yEcJsmkkT0QShoBdHdfpwYMH2N3dVQM4vv76a2OYx/7+Ph4/fqymbY3HY3zyyScYj8fY3t6uPJeOjY2NCjmfB3girgEteNBtabt3mPoCk1lUO0kLsM6cNVtaR9e50gQ9IQ2gU7uSvlnJHGNZKAZ9cEeLJS3DWb1/rB4erZClDoYQGXgiECTy1DVIWSW8laUcERFyQ71YhAJDAIg1i1ojybZ6MdAtSW18H3ZoqwiPpYUt3dbKxEYJ2CRCPkyBfNby1S4XdAK1a8z37t0zFLKrfakONP7yvMETsQM00pJImGxpV++wJGB3SMs1SQvob0v3VcN1Kw7JnhsOZyqgRTaeCmh1sKTTd2Vd2Kthj2UgiwTSVY5gFsgkdSJUkpoVdeO8CDhRelqvF2eCgwuBjHO5cKH4DBT1WkeKmhwsHV0WQhg7i2tCW4Ace1kX2hJcuml6aEu2MsmaMYRsY1oGMsGQ1fRoNz3GY7HwROwAS1COtKyxpUXxD6OvO6RpOou2pW20qWHAVMN2uxIFtOTYwJkR0GJFbU2uaMuclrS45i1pj+WC2poCIduagCK8JZhUxqMEecqRAmBCErJIOTg3A1yiUMWDQb1F3ZSi7hrWcm1nUqGtpgEfDaEtfStT7u2nSw1PxBZYwmvT0uk0UmlpsqWbFjwAJ7elT6qGpR2daWGVYhRgoYJpMEJdQAuRqKSk/XuCx2nArBdnQCpkvbiYvMVSDpZy8GFSa1ETKc/igbKom1LUSXFbGOS1FnXr687LrUzy9TS0MqUcnGfG/Gmyp0kds5QB53Cylsfi4H+7DtSlpWlIu56WXqYtrZNweayfGrbnSetqWG9Xagpo6Slpcc2npD1OD+lqIE/+VvNy8tYwlSsDR/KEMeAZwqF0dGg5RFOKukxPFxZ1EWQEoGZR67BT1Dbs9LS6bM2fJthzqKn9UZ+0RfY0lcTg7eBLjVNRxPPslhyPx/jyyy/x7NkztcrqNEBDPJAyoGdaGuhmS8+DLmpY3tashqldifYMkxqWHwIBz6oBrTDzgzs8zgSGRb1a1ItrLGqaR62nqEXqDm4B0pruE9xqg8uepue2Q1sirc6fNiZt2T3F+XLeqvNUzuru9xi/1GXRWDoRz7Nb8uDgAN98841qyD5NsCSX812Py+Ed9hAP8yxWqmEAFVtaR90QjzrMo4btpLRLDfOCkHlRD3apYRYKBGFm9gz7wR0eZwSyqFmSI181Leog5fLE0bKoMyHJOxomajFEl+BWWnOe2SW4ZbzmvPukLQCqp5hxecKfxhHCUVL2FA+9Ir7MWPpvt+9uSQDY3NzEvXv3Tr3xmlYeBkkgG9drZkurUIVmF+m9w32GeLjqw02blQD3FC15PzMp3VQb1od3kBp2tStBBbS8Je1xdiCLOo9Mi5oVJ45kUbNQnmDaiyFYWJ6AkvKlfnp5OVOfm3YXA/UWNcFW0LY9nSoXjU7gyxN7dZ3UcLEIIk+vyGitK4qlEvG8uyXPCuXKQy6DWto0GbKL5pktDcxnS7vUcN8pWnW1YdfwDhbKCVuqXSnKtTGWnoQ9zg7Soi6mbkU58ig3pm4FYaa2NDGt3BKwDIwLo1WPasU8FM6JW3Vo6iMmlVw79MNRK6bromJPM5VH0e3pZaBsmer34bFYLNWanme3ZF/EcYw4jtV1e0dmH0hbGgiSAFkcFr2KXK08VPVgteTbXHkIwDlb2kYXS7q83qyG5X3cU7Sa1LBdGzbUcJippHQeAeIaAzq2Vnl4LAtZBGQrAbJEDvpAEgBc/q3ygqwouCX7imey1hoyZCJDNJypdqawaF2idqa0aGHqWivuYlGf1J6WJ/7F5551XI+LhTM5tem7W7IJDx8+NHZifvDBB3M/lz5NCwlX07RICav6cMPKQ8C98lAez5Q97SJjnYSb1DAg9w0DzRuW6ExfqYCG2nCTGvbtSh7nAXLQB6WoM+RkUYcZglCAF+13QSiKrIMkZVLFesseK8h2kapYxyLsaQBlejr2/4SXGWdCxIsMYO3s7OD169fq47vvvpvreVxLHmiyDdnSVB8GULGl5bFqwvJkSx6qv56mfcP2hiWqgdlTtBqT0oUaxorw7Uoe5w6GRV0shsAoNQl5mMqhNFow0Whn0mrFXP2PLK5WvAh7GoC1kcnbwZcZS7WmT7pbsguGw6FzIXVfqPpw0bZEk230tiW9Pky2NMHVtkToWx+uU8OUmO6ihumNh2ZK61O0Apa5k9KWGs65V8Me5w9ZBOQcsk5ckC80VZynXKniTHA5dUsb8kEnpILL/lxeDPnom6C2oY+7JPQZ7gGU9nRluEe+pBqxRvzdH+PblxaNpZ5m6bslbbTtljxt6PVhUsOVtiWtPkywdw/r0HcPu9B30QPgHuBBcO0bprN+XQ1HKtAi1XAQilINhwLQasNeDXucN5xUFc+ToAbQO0F90uEe9uxpj8uLpf9259ktSTjNHmJXfVhvWwLQWB8m2PXh8njZP9yEUBGtlpDWBngA9S1LAAw1zMMyIcqKWhjVy2imNE3RMvqGo9zXhj3ONXRVTGpYrxXLXviyVqwnqF3TtgBUpm3pqJu21Rc6GaeaBZ1a9eHK7Okl7wD2OFssnYgfPHiA8XiMvb097O3t1e6W1EHk/PjxYxwcHGB7e1vtplwWVH2YJtmccX2YYA/w6NqyBEAN8BiogEo50IOFGdgwKd/AVhKlhn3fsMd5RxdVHPBMqWK9r7g8MdVqxSERsLwPAOUu2eiiipsWRVCHBQD1PiI0UpafTXt6WchE0L99Scx5FuJRi1MZcdlntyQgLe0HDx50GoW5CLCEgyVC1oe1/mGqDwMw6sM2dEVs14ddqFPFuhq20bVlCShttlBTw3rLEu0b1jcsgWdeDXtcKDTViqmvOBFMnnSKQhWLwi1yrEmUoyeZuaHJsZmJSlB6rbiuncm1GhEoRmoWX0t9P4UqzlIODGDa06G3pi8z/G8X2trDJCiCWrIuQzhJ//C886W7hLTUfR0hLWVLO1qWWPFmxQobD5EAogwoZkrnA79r2OP8w1bFiLKyr7hoY9KnbZEjpD47VLFSw5oqXiSqiemyjYluc7Ux+clalxueiFHOl5ZquH6+NIBKfRiA6h+20RTUstGkhgFTCavHFLY0UNpopIbVXOmWliXdmkaUI4v8TGmPiwNdFdt9xUHx907Ttqgko7cy2WgKban7OEJbBF0V921jAlCpEwNlG5PH5YXfRwwZ1KL50kh443xpG3XzpW001YlDK21tbFrqOEkLKMMm+iStppCWsdzBaFnyatjjYiCLBPIBk6GtKC9VcXHCyUKBLGXF5QwsFVpoy2xl4sVWJACaTZ0pcqT0dKqdeHexp4HubUxA6t5RHCxHEYuUQ7B+z+16H/Q4Ga78aZY+yIMUsWu+NADnfGnA/MckpFodmGrCdm04zINKz7C63GGSFoDOk7T0kFZQJErtkFY5ztLD4+JAXwiRExlHZYqahZmzlQnAqdjTXdqYCJmotkf6gNTlh1fEqA7ysPcPA1A14y77h3WcJDFNcNnSQNWWBmAlpt22NC8WqwehALisrfmQlsdFBanibFXOoA6O3QM+2kJbCaIytFUzfzop3g/CIHfuKu7670M7iuVljjCVqjzlAhHKOnHUaeni5UPfHfa0vx4AXrx4gcPDQ3zxxReVhUPb29u4efMmADlq2Q4PnxWuPBHrQa0cUFtOqD4MAK5BHgCMoJaOkwS17JDWMmxpY650lBXLHXL5ZuZtaY8LiCwKkEUBWJQDq+a+YiO0lTIwLgBEyp4mqmM8AzSVOo893RepYEp5E5z9xEuypuebrLVca3qeHfbb29vY3t5WExvv37+Pu3fv4vnz5wAkUX/yySf46quvsL6+joODA9y6dQt5vtgw3ry48j5kXVCLMG9Qqy/qQlpAfVoaMIMkym7rakuTKo5y5JF8M/PwuIhoGvBBoS1j0cMp2dM6Qad5YBA4nciLlHXqJ74qmGeH/eHhoTFr4ubNm/jmm2/U9e3tbXz22WdKIW9ubiqSPg+40oqYJRzBLGsNagHugIIrqEXok5gmOPuHG9LSkTZNq2ta2tvSHpcRXUJbbfa0jjp72q7rRqy6aakNSRHUAmCtXSy+F1G6chj0e+6LjrYd9nWjkW1S/frrr437PnnyRFnWh4eH2NraOldjlq+8IlZBLZS2tB7UAkqrqEtQa56Kjh3Sos99h3jIzx1t6TCzbGmvhj0uNsiergtt2T3FAJRjBKAy8hIo/6/K6+ZGJnW85d+nbi1ieb26FpE+U2DrvOHo6Mj40PfCz4tF7LDf29vDeDzGF198YTznwcGBWjh0//59Y/TyWeNKK2KgCGoBxkQtHV0nahnHHYnpPnApY5otbaNtiEedLS3foAoSjuhNzNeHPS4u2iZtuezpPGRI4sKeFgxcCIScQRQbmWgetF4nXhQosGXXiVPBVGCLTKpFf21CljJkrB/J00mBvfv917/+NX7zm98s6qUZ6LLDngJb4/EYd+/eVaqaiHh9fR2bm5sAgEePHuHDDz/EDz/80Onr/+EPf8D+/j6+//57HB4e4saNG7h58ybW19fx6aefYm1tbf5vDleciBnJ1yIxDaCSmK5sR9ES04S2xHRTclpf7OBCqLcwOWZLA3ZSukqm5qalTCNjaUtLEq59iR4eFwJ97GnE8v8CCZQ9ndRknnmYFaSZO1cjzmNPE4RmU5vHrcEe57BE/N133xkE5FpHu7e3h6dPn7Y+187OjiJJF7osAFpfX1e15SdPnuC9997Dy5cv1e0fffSRcd/xeNxodwPA3/zN3+Dp06e4efMmtra28OGHH+LTTz/Fq1evMB6PcXh4iJ/97GcIggD379/HT3/609bX6cKVJmKgTExnxaIHwExMA+iVmF4UIgS1bUsEu21Jhbas+jCAwpaWl4NQvkGRheeHeHhcFhjp6aia01D2tDXcA4gqwz26tDF1QZqX1rU92INQN9gjGibyxL+naj0NrK2ttSrBO3fu9GoRmmeH/Xg8xsOHD7Gzs6NU8NbWliLaOoKvW9ELAC9fvsSjR4/w6aef4pe//GWn1/43f/M3eP78OR4+fNjp/jrO32/3FKEnpgE0JqYBqMQ0wZWYPlHrkjVbWh5rblsCaGOMVudy1IdptjQLhTFbOo/g68MelwZGehqo1IkBqOEeAIz6cB3sOjGAE9eJE2MDk3uwBwBj5v0yoGbn9/xYFubZYU/b+nTVTPXk9fV1bGxsYGNjo/Kc4/HYUMmE169fY29vD59//nkvhfvLX/4Sv/rVr/D73/++82MIV5qIDSTFcHVrBzEAtYOYYO8gnhddbeku9WGguW0JgLNtiRSEh8dlgLSnA+QRatuYAKjZ0wA6tTEB1R3FJ0Xbe4g9YeuqoO8O+83NTTx48MBQzE+fPsXm5qYi70ePHhkW+d7eHra2tpxq+fr1651VsOuxf/3Xf937cVfWmq60LqFMTRP0HcR16Nq61De0FVmW9yLrw3rbUs7h68MelwrqxLKhTow4Um19i6gTz4u6CVsYyHcUVRa7OjyMBw8eYHd3V/UF1+2w16dt7ezsGOQ8Ho/x1Vdfqet37tzBq1ev1H2+//5730d8XtCldYmw6NYlWwUbdrSmgJs40iZjoGN9GCjrw36alsclQ1Z0ATA9tOVoY0Is/7sCVp4k0/8PEbJeJyYsqp9YR11yWn1PC3DgLhL67rBfX19vHYNpP2YR+NWvfoUgCHD79u25g1rAlTrPMsEMCVvfugQsvnWgdtWhVR8uj1sDPXr2DwOorQ97eFxG6FO26lDXTyyvV9ckmrkMcy1iebn/axU10/nsncRLQS4nd/X5gOM96qpiZ2cHH330Eb788kt89NFH+Pjjj/H73/8eR0dHvZ7nSv9E9WUPhLZlD4QuPcRd0DTa0ranKahFKMfwCdUfaYNpIZVAqxVTotTXhz0uG4w6MeCsE9v9xAQWut0he0cxUAa2uqBp1CVBH3VZHjuHfUseCtevX8df/dVf4fPPP8c333yDe/fu4S/+4i/ws5/9DH/4wx86P8+VJuJAU8U0Z1qHsCZr6ccI1EO8aHQJagEw7CxXUAtAUR/Wh3nIx3gS9rj00OrEOgItxAi4/49cga1FomlOfaVd8gqFtS4S/uN//I/4y7/8S/zt3/4t/vEf/xGvX7/GJ598gi+//LLX5K4r+9uliVoyrKUpYkcPsQ1XD7E9zKMPbDt60UEtoFTD9Ibkg1oelxn6uEuCHtgiMC1LQbu867CI/cR1oy7PqoWJBhT1/fCQuHXrFr788kv88MMPRnL7V7/6lXNedh2udlgrMQnP7iE+KeYbb7nYoBYAH9TyuHKgfmIAjXOn6wJbNkIuDMv4tCCV8dXcSXye8Ic//AF//ud/Xjm+tbWFb7/9ttLu9Nlnn9UOIHHhShMxAGOYh42+6w/1tqWmsZYEY9lDQ1DLhn1GXtffSIseAK32VQS1PDyuAmjudB3KwFakPgOoTtgqTtIXvYkJaG9hApYc2PJoxYsXL7C5uYlbt27ho48+wu3bt7G5uYkPP/wQH374YeX+f/EXf9Hr+a+sxxDMNDJrGeZxFtDtaTsxXV7W1XA1MQ1QLYxIWKjglt8/7HGZQYEtQlNgC+g2YctG3QnwPMlpwLWRiTIqV/Zt+lzh22+/xe9+9ztsbGzg888/x8bGBt5//3385V/+JXZ2dvB3f/d3ODo6mmuy1pVWxG3DPOrQNhFnnvGWbWhKTNdBt6dpopZ8styTsMeVQB7BOXNaBw8F0rg83dUtax26MiZEPEcqAoRBvrS588tEJhgy1k9sXLWeZgAIgkCp3E8++URZ0TRa84cffsC9e/dweHiIIAh6T9e6ej9RB2wSJnSxg+ypWotA18Q0oW60JSHQyTrytrTH1YBxsulITgNoTE7raBp12bWFqQltvcQeZ4u///u/d/YGP3jwAP/u3/07fP755/jjH/+ILMvwV3/1V72f/8oSceAQkl2mauk4ySQdgqsu3BVd2ioCrvUOF/CJaY+rAtv5qYy6LKAnpwl6C9MicJI2R0/IZ4udnR389Kc/xe9//3v84z/+o3GbvUxiZ2en9/NfSSJmRU0Y2ualrlO1+o63rAtt1U7XcrQuqdusrUtAfU2rqXXJw+MqgboE6sDOILxYN9QDwKkO9fDtS91w/fp1fPXVV/jjH/+IjY0NcM7x8ccf48/+7M8qbUp9g1rAFa8RLwOuhQ9taJquBZQ9xMYxK6ilt1x0aV1Cje3t4XGZkOsc5ijLuFqY9FnTNha9/CERAULtNYqUqf9tUewl9jgfuH79Oj7//HN8/vnnODg4wMuXL1Vy+qTwRIyqGj4LyF3E3XqI60A9xPVfpLzN7yD2uOzIIqDyn231Ent4zIPNzU3nCsV5cfU8hgJqznQDlr2Ue164hnm4UOkh9vC4gmiypQnM+l+qG+qxTCxix7nHxYRXxBrshQ91uAj/MPYbi4K2dclP1fK4MuhYB7aHetRZ1CdBksl2xC5YdquQEByiZ/uSD44tHuefUZYAYwVih3mu9ual08K8U7V0EtaHeejwfcQeVwH2UA8Xak9aUbpKLjVcN9CjL7qc2Gee/M4tjo6OKknqvjgVRby7u6uSZePxuHWB87yPuSywk9Mu2GEtgj4z18PDw4Q97rJufagOzkXn5PK8Yy49Lia++OIL/OpXv8K3336Lr776Cq9fv8bGxoZzLnUTlk7Eu7u7AIB79+4BAPb393H//n08fvx4oY9ZNFwK+DzH9lmHdW1BeJIdUR4elwN1yrgrXHOmLyq8NX0ybG1t4Xe/+x1+8pOf4Cc/+QkA4PXr172fZ+l/TQ8fPlSECsgX/uTJk4U/5iKhrV2pDouywjw8rhJyR42H5k270GfetMfVxocffoif//znxrHr16/3fp6lKuLDw0OMx2PnXsb9/X1sbW0t5DHLxFmf/Z0kKnLSM38Pj6sEzgVSn189FzhpafL27dt4/vy5ur6/v4/Hjx/j9u3b2NjYwPPnz/Hxxx/jzp07i3zZc2PpROzC+vo6xuPxQh4TxzHiOFbXXfNAPTw8PDwuBk5amtzb28P+/r5xbDweY39/H3t7e9jY2MD29va5IWHgjFLTN27cwKtXrxbymIcPH+L69evq44MPPljUy/Tw8PC41JCz9Xt+LNklPElpcjwe13LLy5cvkec5Xrx4YTz/SfCrX/0Kf/mXfwlABrfmFYJnQsR9SbjpMTs7O3j9+rX6+O6770768gycdb3oJJudzsPEMA+Pi4KzLkN5tJcm2/Dll1/i008/XcIrc+Pjjz/Gs2fPAAA///nP8eWXX871PEu1pjc2NpzHx+Nx7W19HzMcDjEcDud/kWeABNlcga1UMAzh674eHn0QOM5m61afAp6Qu8JWf4t4L56nnEloyxB9+eWXyll98eIFHj16dJKXqvCTn/wEt2/fxu3bt/Htt9/iZz/7We/nWKoi3tjYwPr6uvOHW/cDm+cxy4CrFajL2sGzQpa2Dx3xCtnDo/w/sNeddsVlaV0C5OQu0fODpn198MEHRlnw4cOHS3udXcqZTQJvc3MTW1tbuHPnDu7du4ebN2/i7t27J35dP/zwA169eoXt7W188803uH///lzPs/SI4M7ODvb395Unv7e3Z/jzh4eH2NvbM1JxbY+57EiCvHWoRyo4hoVxLc/g5eU8uzxvEh4ei4athLuMkOyjkK/SMI/vvvsOa2tr6rpLDe/t7eHp06etz7Wzs9O4RKGNhJ88edLIETZBf/rpp7h//36tDd4V7733Hv7u7/4OP/3pT3H//n0cHh72HuYBnAIRP3jwALu7u9jb2wMAfP3110b6jWLlOhG3PeakyPSeoA6LEdRWo9nCXkInJKj+goS1wzQVrNLipIcp1OjOxHwzYYkf7eFx+RHMyr/zOkeoKXyUqf3j1fssShlf1PkAa2trBhG7cOfOnV7p5HnKmQcHB/joo48an3dvb894HUS+h4eHnbYo/eEPf3AS7F/91V/h5cuXAICnT5/iT//0T1ufy4VTaZrTSdb+pdy7d895JtP0mGWBcdnk3xbQkv8451t51r65pAxBIr8/lnC/+MHjaqCjDa3/3yyrVtx14QOgbVC7IkNG9NKkTbx1pclXr17h4OBAhblevHgBQLZBbWxsYGtrC3fv3sWLFy/Uc1K9uY7cbbx48QKbm5u4desWPvroI9y+fRubm5v4yU9+ovYR/+53v+v9/RKubPd6FgWtNd/zuj5QhrbkWfqg4X6ZttDCV4c9riqCpH12u33iKhxq16WKF4mzUMYi5RA93x26zt2eF33LmVtbWwZJHxwc4MmTJxWXVSfdJ0+e4M6dO71s6W+//VaR/ueff479/X289957+Oijj7C5uYl//+//PW7duoUnT57gr//6r3t9z1eWiHWchwlUSZABOUME+aaRwLHUvAWtZ/BJ+eYSzHJg1W9g8ri8YK7ev4QjTxnylCO/RKGry4R5ypkEvSa9vb2N27dvY2trCzs7O2pQCAB8//33qu2oC4IgwF/8xV8AAD755BP88pe/BCBV96tXr/DDDz/g5z//OQ4PDxEEgSfis0aUB0iCfvXXtnamNAfS3K4Nm2EtUdSKRcqMNChdzlMGeoYuCsHD4zIg0M+xk+r/mL7+lIKOTSe01JlgZzXmRWStNdVdurOeYXCWmKecSfd1lTLX19dPtMHv7//+77G1tVWpiT948AD/5b/8F/yH//Af1LF5+piv5CmhqotGORDJP3xbFVNNxv5nCNV+UvMfqG4mdJS7f8QJ3DaUTeKpdjURQSUgUvemoZOxSooK5knY48ohSILGv/t525hOgjDIK+8h6jYuzDWnS3TsZEsS7/lx9WhjZ2cHP/3pT/H73/++snvYbrXd2dnp/fxX7ydaIHfwVxAKMC4qW1lCnlX+OYB+oYs6JMH8daG2vuFMs9/0xGiQBAhEjXXn4XGJYHcH5ClToxp1EBnr/1NCcKSCLawmGp7gHPgqq+PzgOvXr+Orr77CH//4R2xsbIBzjo8//hh/9md/Vqkzk4XdB96aRnVZOKHLH38EIAUWOu8qRYYIHAK5qhkbtxdhLUJWvFkIIefACsGNNw+jbcNhz3l4XEYYJJwwwFJyecoNNWyQsEW++m22K5UuwKbmNerYE/D5wfXr1/H555/j888/x8HBAV6+fInNzU2Vmj4JrjQR51EOFgrkqJJxU6Ja2tP1Z8kRghPNiHYhyYCRdl2kDBgUbxgD91ez7WlVJ04CsKs0ecDjyiJIALSUY2zStdUywZWaTgoStjMcHhcXR0dHrf3Rm5ubtf3H//iP/4if/OQnvb7mlZVH+UD7xylqxkHRR8xOqT7TBL1WTDSbWjXi1Op5pDGX+nStXLfhEq7UcZD4oR4elxcs4ZVhHiotXQQa9alalLXo0ztcN9AjnfPfym5fout8iW1N/evD/NLP4l5bW8OvfvWrSi24C/7zf/7PODg46P24K0vEClH9ZC2yhRjPwENR1Inl/e20IwBjLGVdSEuHHthKkDnrxS6t65quZSMTvGbCFus83MDD46IjSILGv3f9/8Qe5pEVQSb9hDdVk7aqzzmvyaQTcFhM8bMFgLeoTxe/+93v8Pz5c/yn//SfOhHyV199hU8//RRBEBgJ6q648ta0Dj2kFbCTn4VGYLXp6DokWl24qZfYNdRDJSC1FqZMsEoLE6VIg1nup2t5XEqwpGxdCpIAecIqPcSu1iXgbIZ51MET8Nnh5z//OV6+fKmGd7z//vtq8hcgp229fPkSN27cwO3bt+degQhcYSLOIkl2eZQb9WEWCuNs1GULUbAiDHKgIE2OAAnm86SSIDMUdBLkCLWnSnMZCEvzAIkIEBbrEKmXuM4uytLyzUZvYQIoOZ2DJdbsbQ+PSwCW5GBJjiAxcxJ1aWlA5i6W3UNsd1qU7ZD1J+zLnPCXZazT4gv7MVcFH374oRpd+fLlS4zHY9Wu9Omnn2JjYwPXr18/8de5skQMALlGQEGYVf7gKbDFjZqxufwhDOQPcdHl1q7JaZEyUIS6LjmdC6qNSUVAb06+Ruxx6ZEElcR0VvwvKNcoZZXEtN661NYmOC9c5S0dTCPn87yC9aqA0tHztCe14eqc2jiQRQEQZmoDE1Bd/EDkrDYwFag7gw17/kibrGt7uEeSma0S6gw95bVntVlhxQGlKs5TrpKknow9LhsoqBUUAYumoBaRLqEtMa3XhuWAnW7qWO8hrhvmwcNyXgG9/5xVWNSjii+++AJ/93d/Zxx7/fr1XKEuG1eWiA07NsoQhKJ2utaiUTtVqyGwpYe2UsGUPaa/QdjJaSOIQunphKvAVuAHenhcUgSiW1BLv2wQsqja1GbHgnZZC2nOk5iu6yEub/dkfB7w85//HLdu3cLf/u3fKkK+fv262vp0Elxta5pDjrlE2Ufsmq7Fi7Q0na2GPEMMLs9qtTPiCO6Uswv2fGm9TuwDWx4e84MVrXlBwlqDWpnglaCWMFLSvBLUWmRimuBqXdIJmC2phSkVDGlPPbaoPcwXDX/4wx/w+PFjfP/99/iHf/gHrK+v48aNG9jY2MDPfvazEz33lSViSTxB41APoP1sNGJAKszpWq7FD30T1IsObMk6cWFTCwYUb1I+sOVx2aDKLVp9WB9tSaWaTDtZPY2glgttrUu8IOR0oV/Voy+++OILPH/+HBsbG9jc3MTt27cByOT0SfYQE64sEQM01KP4p3UM9VBhrVAYZ6RSHTdP1+oCUsV125f6BrbqRl1mWm2YJmyhqBOzJPN1Yo9LA1kfzhrrwwAFtIohHuoYP7WgFtC+f7gSEvU4U7jak16/fo0//OEP+PM///MTPffV9BgKZJFUxPpQD7uXmFtTtvTFD01DPVzE2YYkyCp1YlLWVCemwFYqyjP5VEtI19WJacKWqhMDqk6sTyDy8LjIoP5hVR/WbGlCJpiqD3eZqNUU1OpTH9Zbl/T3Dhch04n/MluXgLI23ucja/hZXVYEgfv9/Pr165XtS/PgShMxIFuYqJeYrOn+vcSLR4LcIGEXhEbIaXEWL4+314mVNa02MV29fy6Py4eyf7i6+lCvD8vkNFcnq0D5f9M2UatvjfSkiWkeZsAJtrR5nBw//PDDQtLRdbjSRKzqoloLEytsaGph0nuJuarhWMGKQH5wSwVT+Kpp3CXVjevqx6l2PM3pIzB2E6faWf08dWL55lX7Ej08LgSMtqWG+rBuTwPN9eFU8Nb68EmCWm1blzgXS+ve8OiOX/7yl7h37x52dnbw3/7bfzNu84p4AaAJW00tTCwUztBWl15iV+13HoiaqV2ylkUfvLFOrA/1yCeR6iemBRBeFXtcZNi2dJf+4bOqDwP1U7Vcyx58C9PZ47/+1/+KLMvw4Ycf4v3338fHH3+M999/v3YLUx9c6bAW0K2Fif4JFt3CRNDDWkmQyfxYACBncqVikMskNuQvLMyAsFDEoZCvkdLTTf3EmSiVASsmbAUTjmA1k3XiVb/KzePiQh9r2dS2ZC960OvEdv+wXR9OBZurPmyjSr5mYlpXxDzMlta+JFIOkfc7Ab/s25ea8OjRIzx69Aj/8A//gFevXuGjjz7yIy5PiiwSyAesbGGKhKwV1ySnbVByumsLUxtc6WlqY9L7iXV7egT55sCLmtYAZFGbdeIsLWtjLnuaTzMI38bkcUFhpKVbbGn6yDOmbGl70YPeP7yIjUvnMajlMT8WPebyShMxQMnprFNy2l6HGIMj4jmmC2jyq2thAsw2pjQPEGnCVZJwrtqY5Fl9VmtPZ3GEfJRU2pj8fmKPi4xl2dIn7R9uCmpRfbgtqBWw7MrViXd3d9WWo/F4jAcPHjTef39/H48fP8bt27exsbGB58+f4+OPP8adO3ec9799+zaeP3++6Jc9NzwRR+3JaR5mqrFeh2sLEyDVcBrIFqZ5bGpQe3NHe3oIIduYeNHGNEi62dOTCMEwNexpP2XL4yLCsKWPOfJp2MuWduGk86W7wKWI7aCWtKeX8z8pJ2v1s5qXPVlrd3cXAHDv3j0AkmTv37+Px48f1z5mPB5jf38fe3t72NjYwPb2di0J7+3tLWQs5SJx5YkYkKqYF8npIBSV5DRQXf5AW5jkPxJTW5h4bq5DjHLmnB/dBy57WodQhFy2MbEGe1rEIfjI29MelwNkS7PjAJiUgcRsGnW2pe22JZctbc+XJltarw8nkDmRNtRN1NKDWlc1oPXw4UO8fPlSXd/a2sLt27cbiRiQawpJRddhPB7j1atXi3iZC4VPTUeiDGxFWaGKhRHYYtoZqh3YAuDsC3Qlp23rOQ1ypFodWW9houEe6r7FZWlPV9uY5AfX7Ome6ekJR5AA/K3vV/S4WAiPc/Cp1jushbQkGTM1xOM0bWmCXR9u20FsT9SS70FXo2x0eHiI8XjsJNRFqNgvv/wSn3766YmfZ9Hwihhy1GVbYKvOHqoLbNmWdJMyToMcoZbArKao+9vTKReN9nQ6jcBGiUxPT0MEKwnYMUOw6u1pj4uDTiGtmiEefdLSgNuWttVwHbrWhymHIktjZX34PNaIj46OjOvD4RDD4fBEz1nXk7u+vo7xeNz42C+//BI3btzAq1ev8OLFCzx69Mi4fX9/H1tbWyd6fcvClVfEgDnqMggzFdiiOnFTYAuoX/Ad5f3PpGtXJDqmbJEqBkp7mmy1ciSd257OhVQLpIylipDDPcLjq3H27XHx0SWkJeJIzZbOUq3vvkdaus6WtqHb0mHLv3+X+jBQzLpf0qxpYcwh6PhR/Cw++OADXL9+XX08fPhwKa8RgCLYOmxubmJrawt37tzBvXv3cPPmTdy9e9e4z3g8xsbGxtJe40ngFTHMwJasE2dG64CqCxd1mzLZmBmBrTAIyh0SPQNbLlWsh7ainNemp2kbk56eblsCQbOnRaGM80kErAqw4wzByKtij/MPlnDwtxn4cY7gmKuQVj6JIOgk0wpp6f8Lp2FL2ygXxtD15vowfbYHDZ0HfPfdd1hbW1PXXWp4b28PT58+bX2unZ2dxsEYbXVdm2A//fRT3L9/X9ncT548UeGv8whPxJB1YhXYivQacabORO0JWxTWAsrAFlCMurQCWzbqViISGTv7iYsNTG3DPers6VkcFQnMSP7TjxLVU5xNI/CVBMExB1aED215XAi0qeG0IOM+IS2gDDz2GeJRd7IdsdKW7tI/zIv3GUCrD5/TzUtra2sGEbtw586d2vSyC3WKtU3N7u3tGV+HasxkdX/00UedX8NZwBNxAQpsSRIuQ1t9JmxFeYCJduIagiGBWEhyGijs6TxDAg4O945ifbgHL878Z3EEFgpDFafTCIxnZU/xJAJGqQxtrWbgbzNkkVfFHucTTWrYaFlyhLTq1DBQnS3dZYiHi4SbbOm+/cOMi6VN1koFR9pzslaaLW+y1sbGBtbX13F4eFgh3rr67ng8xt27d/HixQv1GKonb2xs4JtvvsHBwYEKe7148QKAbJPa2NjodaKwLCydiPs2ZtP9vvzySzx79uzUmq7zQYBsNQM/yoBInpXWBbbsOrG+mziCO7AVgSmbua4ODJiqGEBDT3Fpe5MqBuTZe0i1HF6e7TeFtoJQgI0SI7TFI6+KPc4vmtSwKNqW8uKEM0sZ0jgyQlq2GgbKlaJAtVe2KaTVB3piWl+pGlp2tN4/zMIMwTkMay0LOzs72N/fV1by3t6eYSsfHh5ib29Pccn6+joePHhgEPeTJ09w584drK+vY2tryyDxg4MDPHnypBMXnRaWSsTzNGYfHBzgm2++OfV+LxnYMgd7VAJbDYM9Ip4jFeZgD6B51GWYB0b7UhfYPcX6L5DsaQpt8eJyU0+x3MjEkU0jBCsJMImkM+BVscc5RZ0a1gd4iDh0q2HqpdfUMNAc0kroJNcR0mrKf3RpW7LnS6scimZLs+L956rgwYMH2N3dxd7eHgDg66+/NjiDpmjpRLqzs6P4BgC+//57PHv2rPLces16e3sbt2/fPhdJ6iDP86VFZN97771Kk3UQBOjyJff29vDw4UN8++23vb7m0dERrl+/jn/6lw2srXUPhbOEY/B9huj/x4B/WUU2XkEyXkX8/buYHq1i8noV8WSItz9ew/TtCG/erOL4eAVvj0d4ezxAPOP4cRJiIgJMcmCSA1PkmAQCSZDjOBBIkKn+YFK8dUQc5oHRfxzlDBEYVnOOKA+wknNEAEYIsBIAKxwYhRlWBgLDgcC11RlGgxmGwwSrq1OMVqYYDBOMVicYXYsxWIkxvDbF4NoUg7UJwnemCN+Zgr0bI3hvgnwtRfKvcqRrDOmqJ2KP84PwmCM8yhC+BoKjEDgaIH8zQPbjCOmbIcR0gPTtELO3Q6RxhPjtCGkSIYkjzOII0+MRZvEAySxCKhhm8QBxHGE6G0CkDNNZqHUhmPVhe4iH6XpprzGo1odDnmE4kC7acJiq/8/BcIbBIMVgMMPo2hQrq1P5/7k6Lf5HYxzzN/g//vY5Xr9+3VqX7QJ6n/xf/0//C1bZSq/HHmcT/M//7RcLey0eS2xfWnZj9qKhD/YIVhJnnZjsaaBaJ5bHcuMsGCgHezTtJK6Dy8JOkCMJcqOdKYGsW6XFm4cQgbLZKHjS1Mok4lAOPphGZb14wsGPc/C3mV+P6HFuYKphOc4SVm24SQ0L7RiA1klaXUlYR119uGmQB9nQ9v5hRu9BS2tf4tr7RLePq7x9aVlYmjV9ksbsPojjGHEcq+t2k3kfuOrEfJiqOjH1E9fViSPOME3b68RJkDmT0wkEoqLWrLcz6a1MpJJTyNAWilYmO7Q1nYUyDJLK5HQyi8ApRS040iQCi6X1FQ4Tc/50mFkDPnyt2OPswRKupmixY7nC0yDgaaSS0nW14SSOVG1Yb1mikBadyJ4UlRNyi4TttiXdlgag1YdlVuU8ti95LA6nPtCjrTG7Lx4+fGg0lX/wwQdzP5dRJx6mqp84HCbqbNXuJ+ZKKev9xOVzRnlQGexRt2UJkGRsXrfIOshUa1RXVSzSUhWTPaer4jSOWlWxh8dZgyUAm+RqprSaomX1Dadx1KqG6f9h0WpYh9221DRNC4CapmXUh2nm/bDv+hiPi4TOivi0GrP7YmdnB7/4xS/U9aOjo7nJOIuKBRArwugnDgoyTuKB0U+sn92SKg55AIig0k88zyamJlXcp5UpjmXvsP5GVCqEQasq5lGG8Jj7WrHHmcGwpIslJfkkQj4pTx7tvmFdDc9mA0MNA+ithpuS0mQYndSWBmC0LdESmmBZ1nTKIFg/PSYyP5Bx0ehMxKfVmN0Xi5hvSsgigWyFqbnTwUqC4E393GlW1Inj4t+wfu50fT+xKzmtW9Tyujngozp/utrKRGf1oTbgYzYLwbmwBnwI9aYl/+kjZMX3TglqFuXgI5+g9jg7hMd52a5EljS5OCmHmA4MNZzEA6WGZ3FU7RueQw0T+p5Q97Gl9balcJQoW9pb05cbSzu10RuzbZyHuHgdaO50vioa506XbQZlnZjamEJHEprsaT0B3cWitrcz6URuW9OAuZWpbv70TCkDXqRJB4U9HRW1NflGh2ko20OSAHzqZ1B7nA3CY45gltcGtGjDEs2UTorrecaUCrb7hudVw11I2DVN60S29ChZmiL2OB9YqsdAjdkEV2O23vul46x2RmYRIFYDKS15JjcUWfuJo2Gi7GljPzG0s96gGHeJQCPh+UMgxopE1QaVy9BWkKv1iHqteDoLi0AKQxxHShXX1Yr1ZRDZNFLWHyYc7DgAm+QIj31i0uP0oCxpO6BVrO+k4R1ZoXpJEVO7Ut0ULXVymrJeargJXWxp1xAPPS1NtnQ4TExb2hPxpcZSifjBgwcYj8fY29vD3t5ebWO2DiLnx48f4+DgANvb26qx+7RgtzGxUQI2TNQ/iG5P221M8mMxbUyLVsVx8caUzCKjVuxSxYLIOC5U8TEDP87Bkty3M3mcGsqUtGlJ5ymDmEYQ0wFEHCKNI/n3mxbJaGvDkj1T2p6ipavhuilatfOk9csnHOIRDRNExcm/bksHw3S+H2ALyl3m/T48Foulj7jUp5/YNeZ79+5VNmJsbGzgwYMHZzZ+LIsExDWObFWAHxWBpTfSng5Hiaylava03caUcoaI5842JpqyZbcuNU3YonpxWoSz1J5iFd5iiJABAUNEaxGDslY8nYXgPDdqxbQMIokjdSZOlh7NtRU0XazYzBREGViUI4yoVrzs34THVUd4zMEmGdhxoCxpmidNro1tSdvtSnUblmxLum2KVp+68CJ2D1ds6cgr4ssMf2rjgFqLuCJq7WlOdeMae5ramOrsaVedWA9oNaGvKo5nvFYVJ7FMk6ZJZMyg1jcz5XFoWNR+yIfHslEZ3NHRktbLLkk8wCyOMJsNVEnGHE7Rb8NSE1y2tL7ykJyzLiEtGuLBRzPVvRCMfPvSZYbfvuRAFgmIUQBO9vSboVyK8LacshUNE8ziCIPhDMksMuxpwQO1jSkVwARSHTelp5twUlWcCoZ4xgvFzhHHA3AuMJsNVFtTUih9/YycVHG5kUoAYYYwEsgHOdJVn6L2WDxqB3cUKekmSzqdhbWWdJMatpFk3QJati3tCmmFPHOrYa0VsjJbmpf/e+CZ3JW+BKSCIe059S/17UsLh/+J1oCmbCEq7OliylY4ShANZ432tJ2eNv5ZtfS0jjDvF+RqU8VSEZeqOC2mbdGb0CweICvm7CbxQG1moje2ypCPQo0EEw52zORgBX+S7rEEhMc5wqPMqAtTSpqyCyIOe1vScRz1Dmjpf+L0P9X5+6jpHbZDWi5bOqQ68UoiWwlH/oT3MsMr4hqkqwHCo8KePqpPT89mAwwGM9mjW9jToSBLikl7GnK4R5QDaVD2/EY5U8uaqGYcgVema8nb+6liV19xKDLEcSjPyq3NTFIdyzcEGvJhBkYysEgAkwyIcoSvU+Tc9xZ7LBZGXfgorNSF9cEdaUHAekq6jyVNariLJd1EwLYt7Qpp6bY0gEZbmlFiWqsPL0sRe5wPeCKuQZ09zaYJwqH8SJNI/QMNBilmsVTFgrMyPV3Y012Ge7RBH/Rh7yt2TduCY9oWFzniWFrps3iAkGeYxQNwnhlDPlzBLZdFDWRI1j0Ze5wctFXJWG+oTc8iSzqLI2NwR1tKOi4cn3kt6ToSrrOlCV1DWuEgVe8p4TAxQ1qjFPmKQDZawA/Y49zCE3ED9CUQenpaH+4xKEZfci4wGM7UWbe+ozgMAhSTLiUxo0xPQ19hnGeV9PQMAgMrxKWPviS4pm0BAUJUVbG0qaUCjmfy7YTqVUkcqXpVGkfa9pdi4lbRX00pah5lyI9zzK4v/MfvcYUQHpfhLPaad6oL0+COdBZKNVyMsdRXHHZJSeuWdFcSbvxeVBsjffQLaVHvsGyfFMijHNmS3qlFFkD0LIv1vb9HOzwRNyBdDcAmAZhmT/PRDDwOEQ4TRMME6Sw0Zk9Xe4qrs6dDMETIG/oSTXtaJ+M+qrhuMxMXsp2JlHGqBbc4F0ZwS5JxvUXNio8w8rOoPeYDJaTDHx3hrB9HjXVhSvu76sKzeNA5Je2qC3chYdfeYaBFDbeEtKQlXYS0VgWy1QzZwJPfZYYn4gao2dOrGdhKgiAOnbOnB4MZkjiqXY1YnT1dbGWCrBG79g7bsJVxkypGAITIgTwABwxVPKH0tLYQAoBhUQMoztQjdbnJouaR8PVij7nAEo5orE3OOipGV74ZGOGsdFoOm1GBwpq6sGtwh62G6+rCbflDqgc3tdG3tiwVJBwNEyOkxYdJJaSVrwiI1aDDO4THRYYn4hZkkbSng1WB4I2s3YSjBFksJ+CkcQIeRkU706CyGlH2FDOEQdAptGXb0wNwzCqrEc3gFgClihEAUc6RIkMEXoy+lKp4IgKsAJjOyl87BbfimTyRmBUKuMmiTiH/cFjxZRmAEL5e7NEPOgnz16ySkM40Es40EtYXOrjqwjFNjktlCUZ+Dg1LWoduSRO6qmF1mTolePl/X6eGo2FSmaSlL3hgo0RO0ipCWjkHltUxJARDGvTcvtSz3cmjHZ6IW2CsRhylyjYKwvae4tEghRBmT3HX0JYrPV1nUdtIkFdUMXJgBe7gFiAJmbYz0cQtsqgBGNZZCPh6sceJ4CJhHA2AaYjsx6Ek4DejkoTjkoSpX7ipLmy3Ki2rLky2NKHrXOm6liU+KtqVokyGtFZzOekv9b2ClxmeiFtA9nS2moGvJMjfDMBHCfi06CmOpS1Noa1okGCgbTyyQ1uGKu4Y2tJVscuidqliu52pKbil7yxOVHirtKjpM9PeWOx6cQCAIwUg27Zm172Z5uFGFxIWuhLuQMJ6XZhIWH42ZyT3IeEEbgvaecxqWaIpe2RLkxrmFVUs1x3aLUvBSoJsNYMYBTJ7cbSon/7FwO7uLtbX1wHI1bldRx5vb2/j5s2bAIAbN26oscrj8RhffvklAODFixc4PDzEF198ob7GWcMTcQfoPcXBMFWhLfZ2aIS2ouEMsziqhLZGgxSJiJyTtiLkQA9VrOMkwa3JTBrKAIyJWwCURQ1Anb2nBVHT7VQvBrSpMFp4a+DJ2MOBJhLW25SSNyOThKdRhYT1cNZsFtaGs1x14bZwVqJ9JuI1rOig2rKk29Ll/7/AcFCSbjScKTWs2pXsudLUslSoYTS8B1xG0EY+2kOwv7+P+/fvVxYE6RiPx/jkk0/w1VdfYX19HQcHB7h16xbyXP5utre3sb29jY2NDQDA/fv3cffuXTx//nzJ3003eLO/A6inOF/NVIgiKBrvKbQVDtKihSnpPGkrygPU7SlumrRl14xdCyNoTWISFB8op25NRHXiVhxHxqrE2WygBn3QLGra0ERTt9I3MtFKdT0cDRAchQhfw69M9KggPG4mYfFmWOkVJhJ2Tc5yDe0o1XDYSsJ6OEtXxl1HWqpjJ1DDNMDDmCu9kgBRLvMpS16ukmqWffeP5Sa4Hz58aCwD2trawpMnTxofs729jc8++0wp3M3NTYNkDw8PjS1+N2/exDfffLPYF34CeEXcEeIaA5+KhtBWZEzayoy9pzTgI8BKHiAR1VamNlVsh7bIou4a3GqaQ21b1ECZogakKgZQqRfLy7K/GCjCWzTsAxmkTe3bmjzKPmFqUaqzo8V0gPTtsELCbZOzmoZ2EHnUJaSbZkq7eLBNDcvrZUirSQ3TAA/adIZRKvuGVzNZErtiwcfDw0OMx2OnZby/v4+trS3n4548eaIs58PDQ2xtbRn3tZXv119/XftcZwFPxB2Rrgrwt2ZoyzVpq62VKRU5IgQqtIWeAz5c6BTcKt547IlbukUNmClqAEVoiyxrYXweAAjojQdQVnVQfGVeTN7yZHy1YZMwtSidlITtyVl1CelEU3BUF+5Cwsb30CACbTWstywNCqesbcsShbSCUJQtS9H57h0+OjIL18PhEMPh8ETPeXh46Dy+vr6O8Xjc+JiDgwNsbGxgY2NDWc8ust3b28N4PMazZ89O9FoXCU/EPaAmba0kwDQEnyZKHba1Mg0HolDGAUJRhrYWoYoJXYJb0IJbEMAKd6eoAagNTfp1+bnsLyYENEMXkElqUN3Dk/FVhj620piYVfQJN9WE20g4nkWdSNgOZ/UlYUIE9wCPPmrYHmfJh2mphvUBHivsVP5fEhGABz0XzhTOwgcffGAc//Wvf43f/OY3i3ppBm7cuIFXr145byMiXl9fx+bmJgDg0aNH+PDDD/HDDz+o+1Fgazwe4+7du+cmqAV4Iu4FY9LWJDUmbbFpJINbSdnKJPsbZ6rfkVTxCs+RpotRxbZFDVSDW3JoSCBJuqNFHaZCWdMAwMOSlMsaWBne0t/M6NTAk/HVBa0yZJMM4WvI2dETjvxoqPZb17YozUnCXdqU5iHhRalhuzZcUcPaAI909XyrYQD47rvvsLa2pq671PDe3h6ePn3a+lw7OzuKRF2oI2EdH330kbpMClq3s9fX11Xt+cmTJ3jvvffw8uXLc0HInoh7QLUyXRfgk0IVa61MaRwhjBIMholMcp6CKrbhmrgFVC1qIMdIG/QBy6K2wblOykWtOC5f5wCAIGs6zFQK0JPx1YM5LStAcMwQHEVqbGU+kQScuVqUTkDC8Yx3JmGbgAXKk10OClCW0C/XqeE+SemKGh6lhhq+CLXhtbU1g4hduHPnjmoh6gJKNdsYj8e1t9UdX19fVzXnhw8fYmdnR5Hu1taWIuo+r29Z8KnpnkhXA4jVQK5HHGmqWAte0JnvYDjDYJBiOJxhNJhpteIcKzxHBJQfPRLU9hIIImZqdUqDXO4rLnYWl59zpMgqKWp7b3EqWJE6LcYECo5kVgxNUG+OEWaToZGkTt8OZZ3vjaz75W+GcofxUQT2moMXe2Z9mvrywk5GB0dhScJvhsh+HFVIePZ2iNnbIeK3I8THI8ST4VJImPYJ6yQskBsk3Pi9Fba0ul6jhgfDWeektF4bxgVSw8vCxsaGIlAbdeEqqgvbjxmPx/joo49weHiI3d1dQ1VTvfk8qGHAK+LeMOZPT+Q/EZ+aAz6ylHVSxXqCGsiNvmJ7BnWYB0DQ3FcMdO8tJot6olnUSLV3mQGMerEOGvYBlElqF2gMJr0EBiBIZJqaJb7P+DJBt6L5sTU3eqpb0UO1RUmfHe0a1uFqUZq3Jmxb0b3I17her4Z5mGE4nBlTtJqS0rwIfJ6lGk5FgLRnjThtaK1cBHZ2drC/v69s5L29PaOdiVqR9CEfjx49wtOnT5W9vbe3h62tLXX9wYMHhnKm+56X5LQn4jmQrgYIVzMEx+aAD9rKlMQDY+ylXSsmMk5FjpXin2CiTduSJGzOoCZS7RPcaloKYQ/6mACAVi/GzP2968M+5PXyNbCwSqw2GQMJQmTIEjmBK10NLoQN51GPqhVdH8rqSsKJ6mk/XRJ22dKAqYZdfcNNM6WjYugPzZR29Q1fpNrwsvHgwQPs7u6qvt+vv/7aGOaxv7+Px48fG0R8584dvHr1Sg0D+f77742WpZ2dHXUbIBXxV199texvpTM8Ec+BLBJI1xjYcQa2FiOIw0ZVTEMy5BlzYvQVu2ZQI8/UZqauoy91tAW3XBuaqKWJ6sUrA1TCW4LL78PGCNPGn5ciY8Hkt5IKMKQIkSGYBX5RxAUFSzhYgjIVXfQHB8e8Vz1YCF47tlInYX1+tE3CkxlzDuuYVwkD1ZBW0xQte8PSQCPhupnSSg2vXKza8GnAJlkd9+7dMxSyfrwO6+vrncdkngU8Ec+JrqpYpEzOoh6kShWHPDNUsT2DGkH30Zdtc6hJFSfIGgd9qJYmrV4MB+m6wHn7mwdPWfnK0lTOpk6EsqrFNR/iukgIjzlYImv+FRVsjavsGsoSgldImMZW1k3Mmsx47exovR6sE7Ad1GoaXqW3LAHotGFpMJyBhQUZWxuWjJnShRrOVjOk756NGk6Ljo2+j/FYLDwRz4muqpj6ikXKK9O27BnUfdqZus6hpt7iyMrlUYpat6ir9eIMYYNNTaApW7U/K632zFJWWtVJUipjIevG3qo+3+iqgrtY0XnGjFCWKJY20BalJhKezsLOyWgi4b79wuq6Y4pW+WGq4cFgZgzvCKME0XBWpKQTc8OSNVPa/91fXXgiPgEMVfzODGwSGapYpBxRIlVxVtS7eCgKe1qS8cqgSDxnTKliV3ALuazxRoV1rZNxnSrua1Hb9WIKb60MAC5yhCnDFGUbUxuIgEPIN8E85eoPLkgZkEirmhXKuKwb+zel8wiakOWsBbeo4CxlznqwVMHVZLS+ylDfokTp6L714C4kzC1lWCHkFjUcDZIiFS3VcDhIi4E/cugPH5YT+YJhamxYWvZMaY/zDU/EJ4ChiicJ2Lsx+DQCn6YYXIuRCY40ThANWWUGtb6vmIZ8QLiDW2RRR2CKUMM86FQvBpotanPqllkvpvDWZFba3SOkSDkHFxkQdyPlLGUYoHhOACzl4CkHwxQ4ksoYqQBPZK9xMAsKhQBPyOcArkR0mwrOUlZrRVO5pmsoq097EiAv91XBhCY1rCthu11JH94xGMy0oFaphlkoKsM7vBr2ADwRnxjpagB2PUd0LKdt8XdihClHljLVqiAElyRcrGzT9xXr7Ux1wS2XRW2nqIGyv9ilim2LWiaoqy1NNAITObACGd5aAdxJ6iHABcdMO56l9T3CoWDIBTNqcixJAMFk3ThJwJEiSKRVna0EXh2fIYiAg1k/FZwL1suKrqsH1yWjpynrVA/WSTixptNFVp2zSQ3XtSsNh4mzXYkCWvbwDl0N56sC2XV5In+W2Yg0A5KeJd80b7+PRz94Ij4hnNO2puZmpqxIhco2JtbYzqQHt1Zz4DioWtRt9WJ74IeOksB1Qi5bmvTwFpExLYdYGcBZLx4OZwYZAyhOOBLkmXtmDE858pSBpwwsZbVWtVfHpw+qA7tsaCSstwrWU9G6FU2DYmwrumsoy64HdyFgG/b0LOob1mdKA+7hHXXtSq6A1kUeZemxfHgiXgDUDOq1VM2g1jczZZScFmU7kyu4BYRIY65UMeC2qAmuerELuioO86CxXqyHt+zlEBOtrWlqJapdZKwjS1nxfXOEKUeeyp9LnnIwrXZsW9WkjnMOn6xeMpwEnFRtaCS8kwrOUqZS0SJlrVb0PPXgOhXcRsBd0TS8Qw9o6e1KdQEt9u5UBrTWEt+u5GHAE/ECIGvFHPxYgK3NECQMfBohHCXIxRRZyhANpTqk+hi1OZACAKT9OwqLGVQCQE4pag5AyLYjzaK268V9yFgeq9aL7fAWJal1MgZCjAZphYzDDm1Mxv0hTzjoM095xapmkxzsWPZZ+mT1cmATcJDArAOn3LCh85RVEtFZyltVcFsquu+QDpcKtgk41afT1Uz05Qhq1bBOwqNBWhvQioYzFdCiyVlNAa2zaleykeZo8M/qH+OxWHgiXhDSVQH+boDBsUCwIs9+wyItHY4SDBUhM0Szsp1pOGy3qClFXTfoI0HWiYx1JDBbmkpSNsNblKTuRMZD1Aa4RPG9CyFVcZYyWUcv6sZOq3oaAqOCkDW7mk2CYk2cJ+STwK4BGwScBEYdOE9ZrQ1tJ6KpFuxSwa5UdJ/WpKZAFpGwTr5NaAoq1wW0RoMZhsPECGjZE7R4KJQarljSa6kPaHlU4Il4gRDXGMR1AZ4kCCaROeQj5c7gViqY0c5EFjVmrJKiRkO9uAsZN1nUUa6RshHekl9opPcYs3Lgh03Ggpuqg+ri0bCaX22yqnnKEYSirB2TXX2cga2W9eN84Am5D0j9ssQKYSUOAk6ZUsFZyo2WpEwwZUOLQg3riWhXLVhXwfOmonUrem4C1oJatWq4gyVtT9AKo0T2DmsBLZqgFbwzU/Okzzqg5XH+sHQi3t3dVRsuxuNxpzFjNBP0xYsXAGDMGT3PSFcFWFIO+WCCFSQjPyi4lWfMCm5xRcYAnClqCk/p9eKTKOMuFrVOxtTWZPYYZxUyTkPT6AodxEwhrjAqydmpjkcJAtuuDoWqH7PjXFrWnpBboRMwm+TycxHCQspMC7qGgKkOrNvQWTENK52FyAQ3JmT1UcFNgSxbBbcRMB23k9E66tSwHdBq6hnWJ2hRz7Ae0ArfmRoTtHxAy6MOSyViIlSaAbq/v4/79+83Euv29jYePXqkrt+/fx+3b982BnifZ6h2pqQa3BpcmypLVp9DnYliY69mUZeorxfr4S2Vgm4hY33IB91f9Sc3kjFAJwM6GaciBxCqVOkIqTH0Q2hTt0TKMdCUsUhLqzoayqRXZqnjIBSlXT2JgJVEEvKxAFZNQibLOosCrzgK0CjKiv2csJKAJ5JkdQuaCDhLeaUOLMOHbhuaNiYtWgW32dCucFYS5I1k7FLD9nalkGcYDlPVrmRb0nU9w/oEreCdWJLw9Qzp2vmypBP034Xbtzfbox1LJeKHDx/i5cuX6vrW1hZu375dS8Tj8RgHBwcYj8dKRd+/fx+3bt3C4eFh7QLo8wTVzrSaqeBWmDKpMgTD4FosCUnEauKWKJQwpagBqEEfTfViPbylpm6hSsbyWPWfX7eo7f7izmTMqq1NoSgVChcl6QuuXS4segDIM6ZS1dEoMdRxwDNlV7NQlPXjMDMJubCs8+MMYjUAfxsgHwRXTiWb1nOOQMghHEFStZ+RsLkImNLQtg1t9wXTieYyVXDfdHSUBxU17JonPRqklZ7hJkva7hlWaljrGfYTtDzqsDQiPjw8NAhVx/7+fu0eyG+++QaHh4dqjySRLy1yvgiYXZd2aZSkYMeJmkMdpXGtRQ1ADfoAigEaAFz1YuovtsNbujrWyVgec1vVtkWtk/ncZDwAEMs/rVDIrynVsCReIezLibpM6phqx+EwQVLY1ZKIrfoxEXIoEEwy5CulQs6jHGwSIOcBxDX5fV22fmSW8OJzWfcNBErrOQlM9avZz9SGRCnoPOVOC7oLAbts6EUmotsIONGWOkSOJQZ2YlpXw0B1gtbCLOm1WFnSybpvV/JwY6lE7ML6+notqa6vr+OHH34wju3v7wNArRqO4xhxHKvrR0dHc7zaxSNZZ+BTgWBN1jl5wpGlvGJRj1bLFYL6oI/hUFaG6+rFFN5azYFjechoa6oj49rXa1nUFN5yDfywyTi1+owxAwSX73AU3tJDXFQ31q1qobV40VQy+hmxMEOeJoVNLclD2v3ys7KseSZDXVEGNsmBsFDJUQ4+FciiADkH8oG0r0mdXKQ3RyJeeVlXvjXkW6N+85QX5MtUCrqJgKkdqakO3GRDd01E22GsJgLWybcLSA27LGkATku6LiVNlrT8KC3p6J3phbCkCSkA3rMdKW2/i0dPnHpq+saNG3j16lXn+z98+BCPHz92Kmu6/be//e2CXt3iQHOog0SApfUWNYWX7EEfABrrxUSETUlqABUydsG2qPV6sRyB2UzGdmtTyANLHUcqxJUKjuFwhlQwDAbyX5pS1aSOqXbMuTDt6lGi1Y1Lhaws6zBDHocIhikQZaVKjnJgRYBFOfLioyTlAFnEzzUpV1VvSbxBgsJ2biDflAhYhuB0+5nakCgFTa1ltgJ2EbBeB7YHc7hsaHtvcN10LN2GnoeAE+SGKq7rHwaqPcO2Jd11cEc4TBBdi6spaW9Je3RAZyLe29vD06dPW++3s7OjbGUX+pDw9vY2Pvvss8aFzzs7O/jFL36hrh8dHeGDDz7o/DWWCZdFHRb2dJ5yDK9NS4taqxcPCluabGp5uawXrwBaeCsAwIFAuDc1oRsZE1z14vJ58lYyptc3mXFEhfJNOVMhLrKqafhHJhiiQaLUsWrvElyRcyY4GBfqs4uQg2kklUiYIZgIBGGmVDKiYkNWVJBymIErUs6QR1DEDAQFOcs38tMkaJ1w5eeyzquu1xAvEqlydfLVreesIGHdfs415ZsJrlLQdQSsB7Ga6sDz2tB9CNje06233xEJ60GtOjXssqTtwR3DQVI7uCMcJhhcixFei8vBHbRneC31lrRHJ3Qm4jt37uDOnTudn7jOSh6Px51CV3t7e7h582YjCQPAcDjEcDjs/LpOG7ZFzRIONkoQprEc6KEN+tBbmgAY9WK9v3giZHhrVIS3aH+x3dbkImMATkLWa8V0/1INQ9nVLjIW9FqKrzsRQfEmKNub1JxekVWsakpVC85V7ThLZZ1Yt6sDllUIWbesKdQVhJKEiZzZKAEiIWvJRMqhAKIMiHJJ2IBGzDmAXJEzAIOgCXTbvGCJ+TsIZjmAsr4LQJGuvGwRL6DIN08Y0EK+FL7KC9dFt5+pn5tS0HoN2FbAbQR8kjS0bkPT5Sby1ZEEmUHGBJcadlnSKwNRO7iDpuBFwwQDZUc3zJIuLOlsNT+3lrTH+cLSrOmNjQ2sr6870851QS0C1YWJhMfjMV69enUhUtM2mixqmrw1vDZ1PHIFQshAk66M9fDWBDoZm21NLjIGuqlj3aLuRsbyi3GNjPX2JqNubFnVvHhDHwxnqnbMuTDsarICbULmoVA1ZBYKZHEEpo0XDIiMC3Imks6jQjFbxBwASjEDJTmDjoMu67/ffoRcIeCEPmuEi0CuxElZeYwUL1AhXiJbF/natV9Sv3b9V29D6kLAdhBr3vnQJyXgOjSpYaC0pEdhpurCQ0XGpSU9GKQYDGZqvSHjonGWtG5JX4TBHSn6ty/5GvHisdQa8c7ODvb39xWh7u3tGQr38PAQe3t7xpCPg4MDHBwc4M6dOyrwZT/uoiFdDUqLOrEGfRSKuK5eDMhasYn5yNgOcQGmOnYlqPuS8SQP1PxoPVEd8sCwqqnFKRTCUMdUO+ZClHZ1KJyEHA2lpS2XsWfyTVIwMJ4plWyQsrpckjIiqcl0YgYgyRlAUFwnQiaSBgBEee85vYpk1Q9dI1tAql5AkS5ZzfJYlXgB9CJfl/rNCjKlPmBKQds14CYCbgtiAVUb2hXEqiNgNQXOQmTRiF0bbrOk7elZcrWhXG84HCSqVYnWG+qWtL7ekL8Tl7Ok19JzM0va42JgqUT84MED7O7uYm9vDwDw9ddfGz3E+/v7ePz4sSLi8XiMTz75BOPxGNvb25XnuqjIIoFknSMQGaIkRZDEYIUiBso3XbteTBCpWSuWZ+2F/ZvJ5DJvIWMAlUQ1AMOOroOrramJjO1EtaprA8qq1lPVaVjsZh4mCLkk3eEgUXY1vRnWETIvbGpqeyLbmoWikZQBGMQMoErOgCRoQJG0vJ9D6UQ1yi2pao5c+50iYfJXpBMuoEiX7p9rfxcu4tVtZxf5NqlfImDqA84UwdZb0G39wPLvpVsdmAi4C/m6YNSIa/6mXYM7dCXsqgtLS7qsCw9Xp5VWpfCdadmqtJYivS7H3XpLen70nch49+5dfPbZZ8qJ1UFO6nme2Bjked4zvH6+cXR0hOvXr+Of/mUDa2t9TZflIjzmGHwvwP8HB16NkP+wgmS8ivTNCLOjFczejhC/HWE2GWL6dojp8QomxyMkswjHxyPEcYS3xyNMZyHiGcdkxtWS9EkuP+jNbhII9QZHb24JMiRBZrzBtb3Z6YojAlNveOZleVLQpED0dKpek+NGu0iibMGwsJ6Hg0TteyVCZqFQ1zkp4aK1hJSxrpJtUgZQIWYASjHTZfnZvC6/4fIN1jjegtx2NrRWpNw6KXORLoAK8QLoTL5t6lcnYL0NqQ8BA/2CWF0I2Fj9mdsKmKnjekjL9be4ElQt6dEgxXAgnK1KK6sTRMMEK6tTWR9eiTG8NsXg2hThaozonSnCd2Kwd6dg6xPkawnEv5KW9Ox6fzu9CUdHGf7tnxzi9evXWFtbW8DzyffJ/xv+Vwyw2uuxMxzj/4n/eWGvxQYRJpHv/v4+nj171kicN2/edLbM3rlzB8+ePXNObDw8PDw3Exv90odTBM2ituvFgJy1TJ/t8BYAZ5K6fGIGeu+aaMo4RK7S1KpWrLU32erYhcqWpiIU01UZJ2pKF5RVDVGmqkkdp2Rbh1zZ1Xb9WFfIPBTgXKpgzplWN84MlWyTMoBGYpa3E/maJMzC+QjYhk7IuvOhk3GmiLc4pileepxOvABayber+m0i4LoaMHAyAjZODnuGsmw1XHdC6GpVsuvCRMJ6Xbhxx7DVqrQMEr5q6DuREZDEaqvmJ0+e4N69exdiYqMn4lOGq17MU47onanqL3bBTlJXn9hFxrK1KUKGBIFGmNW6MdCujvV6cRsZJwCiXKphvW5MVrUcUJKr2jEtjqBktU7IqeAIuTAImQuhQl2cZ06VbJMygEZilreXSjjg5c+Dhfpl03J02tQWDCu6gE22ALR6sEm6dL824pXH68nXpX671H+bUtDyb6OZgO0QVl8CdsF0a9x2tKsuvDLIauvCer+wqgs7RliquvA7sa8LLxDzTmS0O3r29/fx0UcfqevnfWKjJ+JTRhYJiGuOejG0WrEjvCWxgmKwpBsaGac6GRfjMOvqxoCjDqzBvs1FxoD+3MXjHXVjlzoGYNSOKcxVR8i8IN2QZ4ZtTSq5iZSByFDLABQxAzDIWX4uSZZpxNyFfOugkzKRLVAlZpt09WP0N+FSvQB6kW+b/dyUggZORsA2+XYNZanjLWq4qS48GqSVcFZdv7C0pGW/cF1d+Kr1C9tTDBfRSjrPREbAbJc9PDzE4eGhIu15JjaeNjwRnwFkSwMHS4rdxSkHAyrhLRtq4lbR1uR+cqYCXKMWMk5QkGlgWtRtCtlFxpUJXEDFqhaQobI2ddxGyLwgZKEI2VTJXDAkiJykDMAiZtkuBaBCzgRDDXPzjZb1sKh15QtIUrVv0wnXOF6jeOk2nXjpefqSL4DOBOxaytDUhlTJJswZyiLYarjOkrZ3DNv9wq450tQvPFiJa/uF2bvxhRhh2YYEqPESmh8DoDI46de//jV+85vfLOBVVdFnIuOjR49ag1htExtPG56IzwiVejGg5lGHaWlP62/W3Z/cJGPaJexUxnQbYKhjoF6F0H2ayDhCIN+MDavarY5PSsgzoFYlI44qSplUMbdUMF13ETTBJmLAJG0XhMuWdpAwAEPpyscydV+X4pWXS9WrbqshXwCd1S+AE/UBN6lfl+uio5sCZhVLuq4ubPcLu8JZRMIUzoqUEp6qOdIUzsIoRb6WXJh+4WXgu+++M8JaLjV82hMZDw4OWu/TZWLjacMT8RlChjoYIiRggBHeAqAmbwGlBdkZGhnTKMooL7c2ydouV7VdWx0D3ZVKrTKWX9ZpVRvq2LKr07QbIWOGUtFYKpl2JDOegRdjNcm+lpfLujARLrcI2SZoAhH1vCCSBcwecZ1wARjECsCpeOl2Il663pV85W396r90rGsAy1UPdl23b6slY7t3WFPD8nZ3v7CekLb3C1Moqy6cZc+RxtpMkvAVrguvra21pqZPeyLj48ePcfPmzdrbu05sPG14Ij5jVMJbKH8ptpXZF6EIACHJjsh4NQcSyER1aq86VPdDxa52wZ5LbZOxEeICGtWxaVejlZAlCVdVslTAmSJlAEopJ4iUWqbjAJRiTlDUhAvn374fwSbmPrBPpoSmjHXClddNu5qsZqCsLeuqV14vbWfzejP5Am71C/RLQLep35PY0C413FQXXuFlOKtuvzCR8MAiYVUT1vYLu8JZF70unCBH0HOnc7LEjteTTGQEZO331q1btbcB53NioyfiM0Zl2AcgJ2/B0XfaE5MZl/EuUS6KUH6wq25c3NxHHdeRMT0XgKpVDSh1nJA67knIAAyVHBcKmIcZQiEQIzJ6ksm+BqrEjJlLFQskxUBEzs3v3U5N90Fm2dREtoBJuPpnnXTpuE28dNm8Xk++8no/9Qt0t5+byLdpvGrdgBm7f72OhFescJaekHaFs+yE9HAlNhLSFM6SSji+0uGs08I8Exn121zEet4nNnoiPgeQ86g5gAwRiiQ1gLAmtNUHqWBAsXoOoiC5uhAX0KiOCY2paq3Ps9aqBsogF2Da1TWEnMCsIQMwVDIAw7oGyp5kImVdLdvETFY2ka+ekK4oYkeduCt0BWxftwmXbtdJF0CFeOmYHbiiy3XkC5xM/cr7uwlY/xvpsvXLhlLBjoEyXcJZK7xbQppIeLQ6bUxIs3elEs7X0gsdzroI6DuRUcfGxgZu3LhhHLsIExv9ZK1zBDV56zVD8P0A2XgF2Y8jpG+GSN6MMDtaxeztEEk8UNO3ZrMBpm9HmM0GmM1CHB+vII4jxHGkVtFNZ6HaAzsR7p5Pvd2kS9JVHasJdplr6Uxr0V5TF6rby6H8lQH9KLflUN0PKJe5y8uZUstkQ9JxAIqE5TGz/htq5KqHr2zSDbnbGegDm2jVZWOUaZV07eNpRSkHxjGX7Swvu8mXLi9C/brIN4H5s4wck7pDVedl1tQs/XJJxKt5UJmcRSS8MhCKhHmY4drq1CJhScCUkKbxlfbkLP7esUxIL3FyVhuWNVnrU/wtBkHPyVr5Mb7Ez5Y2WesqwivicwRqaxpAtjXR2zX9knLR5cRiUgaYwgHimB4dFqqIIbRCXF3UMdnVgEnIdYGaWmVMz0tfGnCEueSLcynkCFrKmkHZ1gCMxRIhzxCDI+SZmtqlW9gxpDqmwFdc0D4pZ8CsBRNR241jTYlpV1qakBoEzJzHq2TsVrz0WVe9wPzkCyxG/drEayOBMMhYJ2FCU11YJ2FjcpZGwvpaQ3uGtE7C1KbkGl9JJFwmpC9POEsgU7/zPo/xWCw8EZ8zUFsTIMCBsscY9f3FXREKIqQyxBXCmsRFZAxUasdAPSG7QLfrdeNKkEt7buQZ0qBQyA5CToiQA8jLxft8HSkDqNSUAShipsAXkTOAkqDV7UIdVz9HXSXH2k7EBrgmotWTscui7ka8AJw1X7qsky9QtZ7lbe3qd17ybYNuSbfVhXUSXtHalPReYbtNye4VttuUqiQ8UyScvC9J2FvSHouGJ+JzCGprChIBhqkMcAGw3/L1/lYiD6nQVuACL0iKQlxUN0YgL3PIsZQJuNYDXDzYEd7qQ8h16pgIWYW5AIOQzYQ1QPOrI9STMorHhEGOVASKlAFu2NhASc4xOHhxGxG0PB4a95fHupGvC6nlatjXbcLVL3clXnlbeb0r+crr1eRzm/XsIt9ZDSEPahZH6iGtLnXhUQsJu3qFV1biSq8wLXKo2y1styl5EvZYBjwRn1OUPcZVMqbxik3pXc4HBnmEXCDW1JvcnMOwwoNGqzrMYbY5AXMRsk3GAJx2tU3IAIyWJ0naMFSyTcq6fQ1oteiCmOXPo0rO8jgRMLfItyQQrt2/C4hcbbjIFigJVx6vkq68XtwX7utttrO8rZ/13ES+dcTbBLKlm+rCiyJh18AOaUnLXuHo2hRREc6SbUqShPNL0qZUhyQA0Ld9CSjPiz0WAk/E5xh1ZEy/tOTNyLi/PREKAFYhVXIcD4z7hiKDqhsXwz9UUtlQx3DXjlESsiLWFkK2N+fYaWv9uesIWV4vSKkDKQNVtSxfq052OhHrpGmStAuu8Jatcm0kFjGnOvFqryvRnroP8QLnl3wJp03CrpWG0XCGwbXYQcJxScK+TcnjFOCJ+JyjjYybYPe/quNhpkJcet1Yt6pb1THgrB8DZsCmMtTfQcYAaglZf34iZFVHBhpJWT5vlZhJMYOOw03QADBNy4S2G/2S+an1/Elm367d1nBsXuKVx7rXfdvId9ZSlhhov0fblq4LZy2LhNX0rBYSDtZiObDjOpCueRL2WD48EV8A9CFjtT1Ib8fhQk2U0i3qkGeYzuSzlOEfmapuVcdALSEDzaSs14cr97cI2RnqApykbNvXQD0xE+yfYep4z9WV9EmQOvg8qbldPy6QV47bxKsf67JqcJnkS6gj4ci4bAeylkfCo2txNxJ+P1EkfBVnSHucPjwRXxDYZEz1Yf0XyHgGxuXgdc5pKpRw1pKlKtaSwCLrrI4jPcxV3JQgN6xp10Qum5RdS947ETK9HEKuEUNgkrK8nBfPWW5d5MUTJNpT2iQNmEr6JHCRML1OgrAKb/ptXYhXHnNbzsaxFvKdl3i7QLekF2FHU4tS12CWJ2ET8m+nb43YF4gXDU/EFwhExmEkW5sYgCDM5BL7MEOq1YzV1CgjWS1UiCueRdpxaVVTqtoOctnqWOitTgCQZ6qm24WQAVQI2IZB4HqoC82knEAoAjYsbLjJWT6/hP626yLqk8ImWnpNxnXNBneRrnxMPfHWHmup+XYl37imLjy0bGeXGo7Ae9WEuwzrWCQJ55odfRVI2OP8wBPxBQORMSDAo7zWplaL7WNqa6LVgFm9VZ2Wgy8oyEXqWE9WR3DY1YAR6OpKyF1QW0eGg5SBWmIGJDkDVYKWz6UFpVrO+u0GJptQ65A46s32QIU20pXHq8SrH+/S59uFfOuItwldSbiuT3gl58bYyqaJWe6xlfORcPKvck/CHmcCT8QXECUZZ+CYIYjkur8olKv9WCgQvJUWNRFywDLnLl2CblWnyqLW5hRryeqyfUHa1bIuC2egaxmETLCVMuAm5iTIYe+ttQkaKEmaoJN19bW0o2likU3I1ddskXML8dqXT5N8dTXch4S7LnDQtyi1z44uJ2bZfcKehKtIggzoWXpIkPn2pQXDE/EFxex6hiziCKNiUURxXDcIA56BHReEzEWlbuyyqkMuMJ0NVJArFBkwCwFkhjrW7WpJSnk5DcsR6FokIRO6ELOCwwonMrRJunz+xb0p1ynsJsJtu73rdKs28p1H9RJcJKwTMFDWg+WxdhIetawyrCNhqYBnxthKmphFO4Wvek3Y43zCE/EFBs2mBjKEUYIgyhFEGXgka8bBGyJhGeLS68Z1VvUsHlTUMec54hlX6lgPc0WBu37sCnQB9YQsb2tSkNWkdeU+jse77Ozq49pr1vOg+WtWb2sl5YaNRk3kO4/qnQRlbG0ld79N9CHhk4SyIiLfIhlN+4SJhEcr08oWJXuBQzhKzD7h96dGi5InYY+zhCfiCw4i45yXylivG+shLr1uTFa1vn+3Vh1rtWOyqynMlWSQNlURqqb6cRshAzAGgwBoVMm0H7mJ3Fxk2kVxNyrpnmj7erXDThpIF+hHvEB/8tWJV4eLhOe1otX1nvXgxmlZxT7hUdGm5CJhe3a0PqzDk7DHeYAn4kuAdFUgi0plzIpacRBmCH6kWrGsG7NQgL3NDKsaAGYzOXmrTh3ryeq6MJddP24iZKNu25GQu0zu6oK6lqmToMvXrvs6ruN9iRfoR751xKujKwmf1IruUg+mDUo2CY+uTdWgjuFKrPYJh6OkkYSTG/ATs0A5hn5//323NXm0wxPxJUEWCSTrHPkgl+1NhU1NIS7xZoggFEjejAyrmpFNXVjVSVwSMqljSlbT5ya72qwfA3WErEJd8i4SVp/xvITchkWpX/V8Hd+Y6u7XZXcvcPIWoy7kC5yMgOX1ZhXc1YpuqgerDUrFoI4wSlQoa3AtRngtBh/NKiScvZ9c6tnRHhcTnogvEbJIYHYdRogLet34x1HFqmahVMcBGymrmoUCSRwpdTybhWpedZNd3YeQAZhtT/IuALoHu8iu7otFKOB5ntdFuOVju20w6ku+wOIJGFiMCu5iRdv14LpkNLUnhcMEYRHKCt+Zgr0bm/uEPQl7nEN4Ir6EMEJcr2XduNGq5jJBHb8dVdQx1Y6TWdRqV58WIcvbzPBW32BUX/R9jr6kC9QvUVgm+QLLIWAArSp4HivaDmVRMlpvT2JFMEsnYfGvRFEP9qsMdSRBhrznyay3phcPT8SXFFQ3znlZN3ZZ1WI6kFZ1oY7jtyMjyCUEV8nq2WzQbFf3IGQ91KX3IQOYK9jVRMj6hqg2LJJwy+esf+NfJPkS5q3/Av0IWF7vZkO7VLArFS0nZTVb0Xo9uCkZTT3C4nrmSdjjXMMT8SVGpW78OjesajaJELzJKuo4iqNCDWcQKTP6jmfxwGlXp4L3ImQKdUUo+5CJkCtJa6BzHbmOkNvIuCsBL4t4geaZzl17fW0SriNcHV3HUwL91xbqBNykgvVRlTzMGidl2fVgNkzMUNYwtXqEuU9GXzDs7u5ifX0dADAej/HgwYPWxzx58gTj8Rjr6+t48eIFdnZ21HPQ83z55Zd49uwZnj9/vqRXPh88EV9y2HXj8HWKoEhV52FNkEurHaeFBa33HQvBqna1yIz6cR9CrgwGAcykNdDbtnYRcmN7VAtRtxFw2/CPeQkY6DdwowvxAt3IF+hHwPJY/XAOvRZcF8gKuXBa0fqQDlc9mI8SM5RVtCfN3vf14IuG3d1dAMC9e/cAAPv7+7h//z4eP37c+Jh79+4Z5P3zn/8cz549AwAcHBzgm2++wXg8xqtXr5b7DcwBT8RXBLpVzVfLVDW4GeTKplGldmz3Het2tRAcIc+QCqbqxyJl/Qi56EPWCbnNtqYlE/JYvUp2rWGsDX/1sLB1LJOEFwGbdAl9yNf4nNt2dDcbeh4VXGdF65Oy2Cjxoaw5kSBDfs7alx4+fIiXL1+q61tbW7h9+3YjET9//txQzevr6xiPx+r65uYmNjc3sbe3t5TXfFIsnYj7WgxkHwDAixcvcHh4iC+++MKwGDzmQxYJxP8HIDwu1HExjYsdc6mSJ1Ft7Zj6jm27mtLVev1YcF4GugTvRcjlpK4W2xporSW32dbOVY01JE2k5FLGEfjc4zAHOWslYxeR2iq5jmztr2Vcr9kR7CJguwYsL3e3oe1EtF4LblLBTVY0HyW+HnzJcHh4qOxlG/v7+9ja2nI+bn19Hbdv38azZ8+wvr6Ow8NDbGxsLPnVLg5LJeJ5LIbt7W1sb2+rH+L9+/dx9+7dc+fpX2RUglwrQqrjUVqpHbNphDCOEA4jpHGEZBpV7GohOHgoIFIOxjNkgqlAF9WOuxIygFrbujXcBThryeY2pqpKdqaxexIyEZmLkInw6pSxTpBdFXIb8dqka78WoJ18AThDWPJ4MwE32dB6IpqHolYFu1LRfJg2WtG+Hnx6ODo6Mq4Ph0MMh8MTPefh4aHzuK1wbXzxxRe4desW3nvvPTx48AA3b95s5JnzhqUS8TwWw+HhIfb29pRyvnnzplLIHosDqeN8wMBWc6mOj3KjdpxNIwRvhhDFzmOXXR0NE6WK2wi5i2WdigAhx4lVcp113ZeU62ZhtxGyvL9JCDoJdiHlk2JgkXVkXe9CvnSd1C+AXgRs29B6XzDnopMKpilZlIr2VvTikM5hTYvi/h988IFx/Ne//jV+85vfLOqlGbhx40ZjbXd9fR3b29t4/vw5dnd3sbW1hU8//fTCOKlLI+J5LQZb+X799de19/U4OWbXM4SqdpyAv9bU8TRBEArwaQIxjSCmA/BhIhXyNFHpaqofZ4I3EjJZ1iJlSAUv1LLZhwygopKTrCBitKvkrta1fXxeUiYyI+jEbBOfTsw2SRq/k442d9Nz2F8bMF9rV/KVl0v1K+8zPwHrNjQvLjepYApkqSlZo8Rb0ecE3333HdbW1tR1lxre29vD06dPW59rZ2cHm5ubtbe3Bay2t7eVNX14eIi7d+/i1q1bePHiRevXPg9YKhG70GYx6Njb28N4PFbJNxfiOEYcx+q6bZd4tCNdFUhXrdrxsUBwFIHxDEGcaHZ1JNcrWvXjaMiRxFErIatQl8gQpsJQy2lxu8u2BtpVch0p6+M0uyhleVt5sY2U6RhQJWagJGcXOZaP70bSOpqez34d+uttIl95vV79ytu7ETDVgYmEXTa0JGNzQpatgvUBHRilhhWdrbBiP7fHaWNtbc0gYhfu3LmDO3fudH7OurrueDyuvY1EHwm2jY0NfPvtt7h16xb29vZ6ff2zwqmnptssBqAMbI3HY9y9e7fRXnj48CF++9vfLvhVXk1Q7ThbyREeCbDVDMGRADvmhl3NppH6rNePuxAyhbpSwSAEh0iL/mPOa+vIQFUlA2UtGehOygCc9nWUc3NnsKGirR+Ue32xEwkyJzmrn3kHknah7jntEwSDgPMmMq6SrzzuVr+Ugu5DwIxntTY0JaL1WrBTBa8Ib0VfYmxsbNSGreqc0cPDQydH3L9/fxkvcSnoTMSnZTEAUjVTwOvJkyd477338PLlS+cPe2dnB7/4xS/U9aOjo0rtwqM79L5jPnKEuaZSHev1Y0Z2dQ9CFoIjmUVIi5qzSLmmjHmrSgZwIlIG0KiWdWK21yRGuaPNqQc564jy7sNEbJJtus1Fuvpx3XYG6skXWCwBs1BUbGhSwZSItmvBugrOVnOka6SCPQmfFGmQI+8wpEaHqJyZLhY7OzvY399XHLC3t6cuA9Uc0dbWFh49elQphX777beVPNJ57CEGgCDP86X8VA8PD3Hz5k3YTx8EAZ4/f+48uxmPx3j48KExEYWe59mzZ50shqOjI1y/fh3/9C8bWFtbXPDlKoIlHOFxDjbJwY9zsNccwYQjn0TI3wyQF4RM9WMRh8hTjjQuE9aZkIScZwxJHEGkDLPZAFnKMYsjqYoFN2zrJkIGACECdZ1IOdVIOaHeZBQTvFC9Tm8mdD3R3oz0Pkn9eGK9AdnTu2rXHC6xV9he6VivgKvEq19vsp5d5BvyDFy73ETAPBTOOrBuQ/NhUk1EFxOydBUsrl3N/cFHRxn+7Z8c4vXr1612cLfnk++T/5fwfwEPVno9VuQT/L/TXyzstbiwu7urFPHXX3+NR48eqduePHmCR48eGfVf4o73339flT/1AR9E3k+fPsXBwQEePHiAjz/++NzY1ksjYgB477338O233xoWQxAEFXImHBwcqAI7PYaO1ZG3DU/EiwcRcniUgR0HCI4ZgqNIEnIczk3IQnAk8QBCMGVbEyGTbd1EykKRcDMpA5KI60gZqBIzUJKwPcAgsRREG0Gb9z0ZKbtUcZWMtVBWA/EC9coXaCZgakMKuehMwDzMKja0HsZSfcEr0orOVwVyTQVf5UDWVSPiq4al1oj7Wgybm5t48OCBQdxPnz7F5uamT06fIWy7mq9a9eNhqgJdesI6CEXxZisJORrOkMQDhFGCNInUYBBSxbptravkNlKmevIIMJSzK+gFmBa2vM20sYF6KxsAwpyep7S09dujXG9hstubFnNyGFleeKTVjENDFVeJl64rwkU38lWXiz5gIuImAuZh5qwDh8OkYkNLAp4hWEkKAs6KWjC/sgS8bCQQyHpa/MKXBBaOpRLxgwcPsLu7q8aKff3114Znv7+/j8ePHxvTtnZ2dtQgEEBaDl999dUyX6ZHR+jpaknIst0Jk2ZCphpyGkcIh4n8nBafBynSWYhMcAwGM2Vbk0o2asmCyxaoInGNAZykPISAEIGqKQOSlCVRm3VloJ6YARgRqkhPUsPqGS7qzepnZZG0DVtVuxA1hLzCSk1Yb02S4DCP6cQLlLazvNxOvqR+aRwl57I2HA3K9DPVgLsQMBslpg29ksi+4NXMGs7h3/g9LjeWak2fBbw1fTpgCQdLAP42A5/m4K8ZMOEIjnnFss5SjmwaIZ1GyOJIKl2yqy3bWqSFdU2quKaWbKtkoErK8ljVwgbgtLEB08oGTKs6tYiY4AqvJJUjxfGewZg6Mo60yzbhEroQL4DO5EvqlwZxUB8w5xmigpibLOggFGpfMC+I2NvQ3bAsa/r/HP7NXNb0/yf9pbemFwi/9MFjLmSRQBZJu1okkAnrH2XC2lbIPOFG21OWcvBhAqEpZLKts5QZKlmkDNFwVtSTo0breoikYl8PAadadtnYAAwrGyhVM1AqZ8D8x0kdZFnXjDTKg86pU16jpiPruk24xrEG4gXQi3zDon9ct5+VEuYCYUHOLgKutCOtJCoNna8IZUOLa35EpcfVgydijxOBCDldBcQ1XijkBOw4RXCcgBUpa73tSUwj8BGDmBbEq9nWpJKjIUeWMlVLJuvaDnjZpDwAqmrZsrAB1BIztM+6nU0g0l1BqZ4RmGpZ3V77UyOyN4+G9U40gHoCBkrClceLWnYD8dLlruSrq1/bfqZRp4yLigXNwsxJwHodWKwG3oY+I8yQgfeuEfsBKouGJ2KPhaFaQxZgx5mc0jXhRh9ynjJVR85HCdg0Qi6YoZKzlKlashBcWdeDYeJMXQPorJaHkOQMlIp5CKE+15EzUKrnOpImGGTtQsfe48iqsISavU1kC0jClccy4zO3iTiky+3kq9d+6bpuP7MwU21ILMzcNWCbgFcExHUBsRogW/E2tIeHJ2KPhaONkIN3YuSTSAW78pRLIk5NlUy15GiUIEsl2TaRMtWUXWoZgEHM8rqpmI1jxf2HhVrQe5hH9H1q5KxfBkyyrvx8REMIi9fb1hHXCTirXOZ1RFwQrTwmjOt15Ktbz7x4jEv9Mi5UH3DAM0/AHh5zwBOxx9JAIzMToBgMkoEfC7BjVtaR35kB09BQyRTuolpynvJOpEw1ZZuUATQSM90ulXJihL/oM9Wa1fdmkTRdFjUEbBN1G3SiJXCLpF2EK68L47OueOXzuImXbGcX+VLtlxctaaR+9fpvEGaegC8YkiCD6DlwJvPW9MLhidhjqaA33Nl1gK1yhCs5gndzrY7MKiqZwl1SIUvFnE6jRlLOhKwp9yVmAI3kLI+VFjbBJmmCfp/yviVR94FNxjzUVbCoXLaJmNQuPZdOvOXtmdN2JvIl61nZzqEw1G8QCjMBTW1IqwJYERBFDdgTsIdHPTwRe5waaDAIS8qkNV8VCBJNJSeBCnflKVPWdaiRsq2Us7QIdhWpahcpA6gQMwDDygZQS876bUBJ0vJ2/bhJxDZR94FOtoCbiHWVK4/L+zBlV5eKV16vql5WfLaVL23WCkdyWIcevqqoX54pAqYUtCdgD49u8ETscerQk9Y0PrNUyQGCYwGkzLCudVLOLVLOUoYsjhCOkvI6kbGDmAEYihmAk5zl/aoEDUCRNFC1nXXC1p+jK4g0jWOGAjbJlm7nFXIuSVfdx0G8TB0ThvLVyZeFQi5hKD4HKwmCMDPs52w1Q/b/b+9+ctNW4jiAf2f4k7R6TWhWUdUumr7d20U9ArlB1N6A3oAqqy4jcgO4QVtuEG7QhhuAnlSpeqtglUWTgGfewoyxjQnYMDXg70eKhI1duZOBr38zjv1Uw933/gzJ+/M2BjDRIgxiylS0SpYH07lkceANXceFcnD4Wvnh7F3opV05Uy1HgxnA3HA2r2fC1w/lcEgHt5m3HPo/R4JbxswHG8EADr0OhC0AyEhlHAxdb/v5wSvNusCwc2z4FtV07rfoxgw/C6iSZABvkXu4kAmnTZLeEpMWYxDTRjBVMuDNJcsD765d4nBOKI8LKIzuoe+LKIy8IC6O7yeVsgxVy/OCGcDccAYwM6wNIFRBG8HXKqb6dRNeqFWIBLMszgnjyNywqXQBhEJ3+t5s8MqCgii6oTlfEQhhP3wDQ88oqlD1q8scfiZaBYOYNs7M0PUTDfGg40N5MqcsRhJwJeRYAjHVclwwA3g0nL33p+sAhEIaCM8Jq5kh6dVusRqcE5ahangatsA0kGWoAnZDy3HBG616RXHynhl2noQvSsofetYlzeqXaM0YxLTRzNA1MLm/daBSliPXm1MejYGR8K6+Hkm/WoYrvRAOzC2bijUunL3108oZmAawGdo2okEd3BZ4fGjahLhhAjUqWP3KmFA2w9PBqtd/PSd0gxWvH7xFBZRciL0xUFLTYedJ5WvCVxcQuAXlTt2iPrfuxBhCjBdvGKCRbHtajEFMWyNaKcvJnLJ40CjcKYiRCzESECPhPYBiJLxg/usBmFTMelIxmyCeF84AZgIamM7vRoPaey8+lKOCc8txF2YZceEbWjcJWwAQk38nGLpm/dzgjVa9JQ08caFKGuqphirFVb6sfonWjUFMWyk0pzy50Mt7rSF/a8jRCGKEaTBHKmYBzA1nALEBDcQHcDSs/WNMODccFLyASwTCWvgXZ00rXz+EQwEcH7qm4vWDN1D16hImc77T8DVtTUT27FwQm6c6Doe8+0t+BKrEsYQEIIWGdDWkAoT5kWOgIAAtvXBWEloVAFcCWgIFQGtv7lmb5XHBf63GBW+dK4FioErWk8AtRCphOQ3pJERB+SO/shh5jXD1Cw1IPVnWCkJPQlcD0ApCK8BVgFQQwgWU8j4jSkFLBV0AtAKUC6iygHKBsXC9R02ZEcjfif8LtGbm+2zdT63VuE88y6Bxv9ZjoB0M4uFwCAD45+9/sz0QIqI1Gw6HODw8XPnfKZfLOD4+xn//Xaba//j4GOVyeeXjII/Q6z7FyphSCj9//sSzZ88gxJKPt7Ho169fePXqFX78+MGHaFvA9rWPbWzfojbWWmM4HOLFixeQcrWr8Y27uzs8PDyk2rdcLmN/P+6RJpTGzlXEUkq8fPky68OYcXBwwC8xi9i+9rGN7XusjddRCQft7+8zTDfEek6tiIiIKBUGMRERUYYYxJbt7e3h06dP2NtL+wweegzb1z62sX1s43zbuYu1iIiItgkrYiIiogwxiImIiDLEICYiIsrQzv0d8aa4urpCpVIBADiOg3q9vtQ+ANDr9QAAzWbT2vFtk7RtmXSfPGN/tWvV/nh2dobr62sLR0YbQdPaNRoN3Wg0/OXr62tdq9Ue3ader4eWa7WarlarVo5vm6RpyzT75Bn7q12r9sevX79qflXvNv52LahUKnowGITWPfZBGgwGulqthva5ubnRAHSv17N0lNshaVum3SfP2F/tWqU/DgYD3Ww22X93HOeI16zf78NxHH8YKqjT6czd7/v37+j3+/7yyckJAG8YK6/StGXa9s8r9le7Vu2PX758wbt37ywcGW0SzhGvWfDLKahSqcz9kqpUKhgMBqF15kNqvuDyKE1bptknz9hf7VqlP3Y6HVSrVQtHRZuGFfEfcnR0hNvb26W3v7y8RLPZjD2TzrukbZl2nzxjf7VrmfZ1HIcnNjnBiniBdruNz58/L9zu4uICp6enc99P8qX28eNHvH//HrVabel98iRNoDKEk2F/tWtR+7ZaLbZnjjCIFzg/P8f5+fnS2887g1327LbdbuPNmzf8ECJdW67a/nnD/mpXmvbtdrt4+/atzcOiDcN7TVvw/Plz3NzchD5oQggsaupOpwPHcfzgdxwHt7e3uQ6QNG2Ztv3ziv3VrqTt2+l00O12/eVer4dWq4VGo4GTk5NEhQFtB84RW3BxcRG6IrLdbocqhn6/798Mweh2u+h2uzg9PUW/30e/30er1cLR0dEfO+5NlKYtF+1DYeyvdiVt32q1inq97v98+PABAFCv1xnCO4oVsSVXV1f+GfC3b9/QaDT898zZrbkjkeM4eP36dexVlPz1JGvLZfahWeyvdqXpw8D0GpV2u416vY6zszNeSb2DGMREREQZ4tA0ERFRhhjEREREGWIQExERZYhBTERElCEGMRERUYYYxERERBliEBMREWWIQUxERJQhBjEREVGGGMREREQZYhATERFliEFMRESUof8B+m+tiu62NW8AAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Elapsed time: 3179.64 seconds\n"
     ]
    }
   ],
   "source": [
    "## Finite momentum q pairing ---- calculate GL coefficients(Modified by GPT)\n",
    "\n",
    "\n",
    "start_time = time.time()\n",
    "\n",
    "# Parameters\n",
    "T0 = 0.900 * Tc\n",
    "N_q = 240\n",
    "matsubara_omegas = (2 * np.arange(-N_matsubara, N_matsubara + 1) + 1) * np.pi * T0\n",
    "\n",
    "# Reshape omega for broadcasting\n",
    "omega = matsubara_omegas[:, np.newaxis]\n",
    "\n",
    "# Precompute k-space grids\n",
    "kx_shift = selected_kx[np.newaxis, :]  # shape (1, N_k)\n",
    "ky_shift = selected_ky[np.newaxis, :]\n",
    "\n",
    "# Helper: vectorized energy evaluations\n",
    "def xie_q(qx, qy):\n",
    "    return xie(kx_shift + qx, ky_shift + qy)  # shape (1, N_k)\n",
    "\n",
    "def xih_q(qx, qy):\n",
    "    return xih(-kx_shift + qx, -ky_shift + qy)\n",
    "\n",
    "# Optimized summation for alpha_q\n",
    "def compute_alphaq_sum(qx, qy):\n",
    "    e = xie_q(qx, qy)  # shape (1, N_k)\n",
    "    h = xih_q(qx, qy)\n",
    "    denom = (-1j * omega + e) * (1j * omega + h)  # shape (2N+1, N_k)\n",
    "    integrand = 1.0 / denom\n",
    "    integral = np.sum(integrand, axis=1)  # sum over k-points\n",
    "    return T0 * np.sum(integral)  # sum over Matsubara frequencies\n",
    "\n",
    "# Optimized summation for beta_q\n",
    "def compute_betaq_sum(qx, qy):\n",
    "    e = xie_q(qx, qy)\n",
    "    h = xih_q(qx, qy)\n",
    "    denom = ((-1j * omega + e) * (1j * omega + h))**2\n",
    "    integrand = 1.0 / denom\n",
    "    integral = np.sum(integrand, axis=1)\n",
    "    return T0 * np.sum(integral)\n",
    "\n",
    "# Alphaq, Betaq remain unchanged\n",
    "def alphaq(qx, qy):\n",
    "    return (1.0 / V) - compute_alphaq_sum(qx, qy)\n",
    "\n",
    "def betaq(qx, qy):\n",
    "    return compute_betaq_sum(qx, qy)\n",
    "\n",
    "# Prepare q-grid\n",
    "# qx_values = np.linspace(q0 - 0.08, q0 + 0.08, N_q) # Originally -0.04~0.04 is enough\n",
    "# qy_values = np.linspace(-0.08, 0.08, N_q)\n",
    "qx_values = np.linspace(-0.25-0.03, 0.45-0.03, N_q) # h=4.0, mue =41-20+2, fflo\n",
    "qy_values = np.linspace(-0.35, 0.35, N_q) # h=4.0, mue =41-20+2, fflo\n",
    "qx_grid, qy_grid = np.meshgrid(qx_values, qy_values)\n",
    "\n",
    "# Generate values\n",
    "alphaq_values = np.zeros((N_q, N_q), dtype=complex)\n",
    "betaq_values = np.zeros((N_q, N_q), dtype=complex)\n",
    "\n",
    "for n in range(N_q):\n",
    "    for m in range(N_q):\n",
    "        qx = qx_values[m]\n",
    "        qy = qy_values[n]\n",
    "        alphaq_values[n, m] = alphaq(qx, qy)\n",
    "        betaq_values[n, m] = betaq(qx, qy)\n",
    "\n",
    "# Final define Delta and rho\n",
    "alphaq_values = np.where(alphaq_values > 0, 0, alphaq_values)\n",
    "rhoq_values = -alphaq_values.real / betaq_values.real\n",
    "deltaq_values = np.where(rhoq_values > 0, np.sqrt(rhoq_values), 0)\n",
    "\n",
    "# Plots\n",
    "plt.figure(figsize=(5, 4))\n",
    "plt.contourf(qx_grid, qy_grid, alphaq_values.real, 100, cmap='plasma')\n",
    "plt.colorbar(label=r\"$\\alpha(q_x,q_y)$\")\n",
    "plt.show()\n",
    "\n",
    "plt.figure(figsize=(5, 4))\n",
    "plt.contourf(qx_grid, qy_grid, betaq_values.real, 100, cmap='plasma')\n",
    "plt.colorbar(label=r\"$\\beta(q_x,q_y)$\")\n",
    "plt.show()\n",
    "\n",
    "plt.figure(figsize=(5, 4))\n",
    "plt.contourf(qx_grid, qy_grid, deltaq_values, 100, cmap='plasma')\n",
    "plt.colorbar(label=r\"$\\Delta(q_x,q_y)$\")\n",
    "plt.show()\n",
    "\n",
    "end_time = time.time()\n",
    "print(f\"Elapsed time: {end_time - start_time:.2f} seconds\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "d214baa8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "## Calculate supercurrent as function of qx,qy -- d=2, T=0.95Tc\n",
    "\n",
    "\n",
    "# Numerical partial derivative\n",
    "def partial_derivative_y(F, x, y):\n",
    "\n",
    "    h = x[1] - x[0]  # Step size in x-direction\n",
    "    dFdx = np.zeros_like(F)\n",
    "    \n",
    "    # Central difference for interior points\n",
    "    dFdx[1:-1, :] = (F[2:, :] - F[:-2, :]) / (2 * h)\n",
    "    \n",
    "    # Forward difference for first x-point\n",
    "    dFdx[0, :] = (F[1, :] - F[0, :]) / h\n",
    "    \n",
    "    # Backward difference for last x-point\n",
    "    dFdx[-1, :] = (F[-1, :] - F[-2, :]) / h\n",
    "    \n",
    "    return dFdx\n",
    "\n",
    "def partial_derivative_x(F, x, y):\n",
    "\n",
    "    h = y[1] - y[0]  # Step size in y-direction\n",
    "    dFdy = np.zeros_like(F)\n",
    "    \n",
    "    # Central difference for interior points\n",
    "    dFdy[:, 1:-1] = (F[:, 2:] - F[:, :-2]) / (2 * h)\n",
    "    \n",
    "    # Forward difference for first y-point\n",
    "    dFdy[:, 0] = (F[:, 1] - F[:, 0]) / h\n",
    "    \n",
    "    # Backward difference for last y-point\n",
    "    dFdy[:, -1] = (F[:, -1] - F[:, -2]) / h\n",
    "    \n",
    "    return dFdy\n",
    "\n",
    "# Generate f_q values, J_q values\n",
    "fq_values = - (alphaq_values.real ** 2) / (2 * betaq_values.real) # f_q values\n",
    "Jxq_values = partial_derivative_x(fq_values, qx_values, qy_values)\n",
    "Jyq_values = partial_derivative_y(fq_values, qx_values, qy_values)\n",
    "Jq_values = np.sqrt(Jxq_values**2 + Jyq_values**2)\n",
    "\n",
    "# Plot test\n",
    "plt.figure(figsize=(10, 8))  # free energy as function of q\n",
    "#plt.title(r'Free energy $F(q_x,q_y)$',fontsize=22,pad=0.1)\n",
    "plt.contourf(qx_grid, qy_grid, fq_values, 100, cmap='plasma', alpha=0.9)\n",
    "plt.colorbar(pad=0.01)\n",
    "plt.xlabel(r'$q_x$',fontsize=26)\n",
    "plt.ylabel(r'$q_y$',fontsize=26)\n",
    "plt.show()\n",
    "plt.figure(figsize=(5, 4))  # J_x as function of q\n",
    "plt.contourf(qx_grid, qy_grid, Jxq_values, 100, cmap='plasma', alpha=0.9)\n",
    "# plt.imshow(Jxq_values, aspect='auto', origin='lower', cmap='plasma', alpha=0.7)\n",
    "plt.colorbar(label=r\"$J_x(q_x,q_y)$\")\n",
    "plt.show()\n",
    "plt.figure(figsize=(5, 4))  # J_y as function of q\n",
    "plt.contourf(qx_grid, qy_grid, Jyq_values, 100, cmap='plasma', alpha=0.9)\n",
    "plt.colorbar(label=r\"$J_y(q_x,q_y)$\")\n",
    "plt.show()\n",
    "plt.figure(figsize=(5, 4))  # J as function of q\n",
    "plt.contourf(qx_grid, qy_grid, Jq_values, 100, cmap='plasma', alpha=0.9)\n",
    "plt.colorbar(label=r\"$J(q_x,q_y)$\")\n",
    "plt.show()\n",
    "# plt.figure(figsize=(20, 20))\n",
    "# plt.quiver(qx_grid, qy_grid, 0.1 * Jxq_values, 0.1 * Jyq_values, color='blue', scale=20, width=0.002)\n",
    "# plt.title('2D Vector Field (quiver)')\n",
    "# plt.xlabel('x')\n",
    "# plt.ylabel('y')\n",
    "# plt.grid()\n",
    "# plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "8814b3f4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "At qy =-0.0014644351464435101\n"
     ]
    },
    {
     "ename": "ValueError",
     "evalue": "The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
      "Cell \u001b[0;32mIn[9], line 27\u001b[0m\n\u001b[1;32m     25\u001b[0m plt\u001b[38;5;241m.\u001b[39mscatter(qx_values[qx_range][peaks], Jx_qx_near_0[peaks], color\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mr\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m     26\u001b[0m plt\u001b[38;5;241m.\u001b[39mscatter(qx_values[qx_range][troughs], Jx_qx_near_0[troughs], color\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mg\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[0;32m---> 27\u001b[0m plt\u001b[38;5;241m.\u001b[39maxhline(y\u001b[38;5;241m=\u001b[39mJx_qx_near_0[peaks], color\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mred\u001b[39m\u001b[38;5;124m'\u001b[39m, linestyle\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m--\u001b[39m\u001b[38;5;124m'\u001b[39m, linewidth\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m, \n\u001b[1;32m     28\u001b[0m             label\u001b[38;5;241m=\u001b[39m\u001b[38;5;124mr\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m$J_\u001b[39m\u001b[38;5;124m{\u001b[39m\u001b[38;5;124mc+}=$\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m     29\u001b[0m plt\u001b[38;5;241m.\u001b[39maxhline(y\u001b[38;5;241m=\u001b[39mJx_qx_near_0[troughs], color\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mgreen\u001b[39m\u001b[38;5;124m'\u001b[39m, linestyle\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m--\u001b[39m\u001b[38;5;124m'\u001b[39m, linewidth\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m, \n\u001b[1;32m     30\u001b[0m             label\u001b[38;5;241m=\u001b[39m\u001b[38;5;124mr\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m$J_\u001b[39m\u001b[38;5;124m{\u001b[39m\u001b[38;5;124mc-}=$\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m     31\u001b[0m plt\u001b[38;5;241m.\u001b[39mxlabel(\u001b[38;5;124mr\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m$q_x$\u001b[39m\u001b[38;5;124m'\u001b[39m)\n",
      "File \u001b[0;32m/opt/anaconda3/lib/python3.11/site-packages/matplotlib/pyplot.py:2681\u001b[0m, in \u001b[0;36maxhline\u001b[0;34m(y, xmin, xmax, **kwargs)\u001b[0m\n\u001b[1;32m   2679\u001b[0m \u001b[38;5;129m@_copy_docstring_and_deprecators\u001b[39m(Axes\u001b[38;5;241m.\u001b[39maxhline)\n\u001b[1;32m   2680\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21maxhline\u001b[39m(y: \u001b[38;5;28mfloat\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m, xmin: \u001b[38;5;28mfloat\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m, xmax: \u001b[38;5;28mfloat\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Line2D:\n\u001b[0;32m-> 2681\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m gca()\u001b[38;5;241m.\u001b[39maxhline(y\u001b[38;5;241m=\u001b[39my, xmin\u001b[38;5;241m=\u001b[39mxmin, xmax\u001b[38;5;241m=\u001b[39mxmax, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n",
      "File \u001b[0;32m/opt/anaconda3/lib/python3.11/site-packages/matplotlib/axes/_axes.py:781\u001b[0m, in \u001b[0;36mAxes.axhline\u001b[0;34m(self, y, xmin, xmax, **kwargs)\u001b[0m\n\u001b[1;32m    779\u001b[0m \u001b[38;5;66;03m# Strip away the units for comparison with non-unitized bounds.\u001b[39;00m\n\u001b[1;32m    780\u001b[0m yy, \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_process_unit_info([(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124my\u001b[39m\u001b[38;5;124m\"\u001b[39m, y)], kwargs)\n\u001b[0;32m--> 781\u001b[0m scaley \u001b[38;5;241m=\u001b[39m (yy \u001b[38;5;241m<\u001b[39m ymin) \u001b[38;5;129;01mor\u001b[39;00m (yy \u001b[38;5;241m>\u001b[39m ymax)\n\u001b[1;32m    783\u001b[0m trans \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mget_yaxis_transform(which\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mgrid\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m    784\u001b[0m l \u001b[38;5;241m=\u001b[39m mlines\u001b[38;5;241m.\u001b[39mLine2D([xmin, xmax], [y, y], transform\u001b[38;5;241m=\u001b[39mtrans, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n",
      "\u001b[0;31mValueError\u001b[0m: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "## Find critical current in x direction(front and back)\n",
    "\n",
    "# Step 1: Extract J(qx) for qy = 0\n",
    "# Find the index where qy = 0\n",
    "qy_idx = np.argmin(np.abs(qy_values - 0))  # Find the index closest to qy = 0\n",
    "print(f\"At qy ={qy_values[qy_idx]}\")\n",
    "\n",
    "# Extract J(qx) as a new 1D array\n",
    "Jx_qx = Jxq_values[qy_idx, :]\n",
    "\n",
    "# Find local maxima and minima of Jx_qx near qx = 0\n",
    "# We will focus on a small region around qx = 0. Let's define a range of interest.\n",
    "qx_range = np.abs(qx_values) < 2  # Example range near qx = 0 (you can adjust this range)\n",
    "\n",
    "# Extract the corresponding J(qx) values in this region\n",
    "Jx_qx_near_0 = Jx_qx[qx_range]\n",
    "\n",
    "# Find local maxima and minima using scipy.signal.find_peaks\n",
    "peaks, _ = find_peaks(Jx_qx_near_0)  # Local maxima\n",
    "troughs, _ = find_peaks(-Jx_qx_near_0)  # Local minima (by inverting J(qx))\n",
    "\n",
    "# Step 3: Plot J(qx) and highlight the local maxima and minima near qx = 0\n",
    "plt.figure(figsize=(10, 8))\n",
    "plt.plot(qx_values, Jx_qx, label=\"J(qx)\", color='b')  # Plot the full J(qx)\n",
    "plt.scatter(qx_values[qx_range][peaks], Jx_qx_near_0[peaks], color='r')\n",
    "plt.scatter(qx_values[qx_range][troughs], Jx_qx_near_0[troughs], color='g')\n",
    "plt.axhline(y=Jx_qx_near_0[peaks], color='red', linestyle='--', linewidth=2, \n",
    "            label=r'$J_{c+}=$')\n",
    "plt.axhline(y=Jx_qx_near_0[troughs], color='green', linestyle='--', linewidth=2, \n",
    "            label=r'$J_{c-}=$')\n",
    "plt.xlabel(r'$q_x$')\n",
    "plt.ylabel(r'Supercurrent $J(q_x)$')\n",
    "#plt.title('Local Maxima and Minima of J(qx) near qx = 0')\n",
    "plt.legend()\n",
    "plt.show()\n",
    "Jcp = Jx_qx_near_0[peaks]\n",
    "Jcm = Jx_qx_near_0[troughs]\n",
    "eta = (Jx_qx_near_0[peaks] + Jx_qx_near_0[troughs]) / (Jx_qx_near_0[peaks] - Jx_qx_near_0[troughs])\n",
    "print(f\"Jc+ = {Jcp}\")\n",
    "print(f\"Jc- = {Jcm}\")\n",
    "print(f\"diode efficiency = {eta}\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e14978cd",
   "metadata": {},
   "outputs": [],
   "source": [
    "## Find the condensate momentum from Jx_qx\n",
    "\n",
    "# Define functions for finding zero of J\n",
    "def find_zero_crossings(x, y):\n",
    "    \"\"\"Finds zero crossings in a 1D array and interpolates to estimate their positions.\"\"\"\n",
    "    zero_crossings = []\n",
    "    for i in range(len(y) - 1):\n",
    "        if y[i] * y[i + 1] < 0:  # Detect sign change\n",
    "            # Linear interpolation to estimate the zero crossing point\n",
    "            x_zero = x[i] - y[i] * (x[i + 1] - x[i]) / (y[i + 1] - y[i])\n",
    "            zero_crossings.append(x_zero)\n",
    "    return np.array(zero_crossings)\n",
    "\n",
    "def find_nearest_zero(x, y, x_target):\n",
    "    \"\"\"Finds the zero crossing closest to a given target x.\"\"\"\n",
    "    zero_crossings = find_zero_crossings(x, y)\n",
    "    if len(zero_crossings) == 0:\n",
    "        return None  # No zero crossings found\n",
    "    return zero_crossings[np.argmin(np.abs(zero_crossings - x_target))]\n",
    "\n",
    "# Find global zeros\n",
    "zeros = find_zero_crossings(qx_values, Jx_qx)\n",
    "\n",
    "# Find local zero\n",
    "qx_target = 0.22\n",
    "q0_final = find_nearest_zero(qx_values, Jx_qx, qx_target)\n",
    "\n",
    "print(f\"The condensate is stablized at q={q0_final,0}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "69b4431d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Data saved to fflomu-2h4.0_T.900detail.mat\n"
     ]
    }
   ],
   "source": [
    "## Save and Load Data\n",
    "\n",
    "# Create a dictionary\n",
    "dictionary = {\n",
    "    'StrengthV': V,\n",
    "    'qx_values': qx_values,\n",
    "    'qy_values': qy_values,\n",
    "    'alphaq_values': alphaq_values,\n",
    "    'betaq_values': betaq_values,\n",
    "    'deltaq_values': deltaq_values,\n",
    "    'fq_values': fq_values,\n",
    "    'Jxq_values': Jxq_values,\n",
    "    'Jyq_values': Jyq_values,\n",
    "    'Jq_values': Jq_values,\n",
    "    'Jx_qx': Jx_qx,\n",
    "    # 'Jc+': Jcp,\n",
    "    # 'Jc-': Jcm,\n",
    "    # 'diodeefficiency': eta,\n",
    "    # 'q0': q0_final\n",
    "    \n",
    "}\n",
    "# Save to .mat file\n",
    "savemat('/Users/hui/Documents/Python codes for XSDE project/Rashba_Zeeman_Ising model/fflomu-2h4.0_T.900detail.mat', dictionary)\n",
    "print(\"Data saved to fflomu-2h4.0_T.900detail.mat\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "b388739f",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Load the data back\n",
    "loaded_dictionary = loadmat('fflomu-2h4.0_T.900detail.mat')\n",
    "# print(loaded_dictionary['q0'])\n",
    "# print(loaded_dictionary['diodeefficiency'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e7baf896",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "295f71e0",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6fcd3cd7",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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